YADA,Katsutoshi - Faculty of Commerce Department of Commerce Department of Management

YADA, Katsutoshi

Faculty, Department/Institute

Faculty of Commerce Department of Commerce Department of Management

Academic status (qualification)

Professor Apr. 1,2007

Position

Dean, Graduate School of Business and Commerce 2020/10/1～2022/9/30

Graduate Degrees・University

Kobe University of Commerce Doctor's Degree Program 1997 ABD- Coursework completed

Academic Degrees

Master of Business Administration Mar. 1994 Kobe University of Commerce
Doctor of Business Administration Dec. 2002 Kobe University of Commerce

Homepage Address, E-mail Address

Homepage Address：http://www2.itc.kansai-u.ac.jp/~yada/hp/index.html

Research fields	keyword
Business information
Management information system
Intelligent informatics

research topic	Data Mining and Competitive Advantage
Study theme state	Joint research within Japan
research duration
Research Programs
keyword	Data Mining,Competitive Advantage
Research field
Research Topics Overview

所属学会・団体名	役職名 (役職在任期間)
IEEE
	20150000()

Research Publications

No.	Type of publication	Date of publication (Date of presentation)	Title	Type of research result	Jointly authored or single authored	Publisher and journal name	Volume number
1	Edited book3	2020～2020,00,00,,,	Advances in Artificial Intelligence	Monograph	Co-editor	Springer Nature
2	Academic presentation7	2019/9/5～2019,09,05,,,	The impact of self-control on search behavior
3	Lecture19	2019/9/5～2019,09,05,,,	Sensor Marketing and Data Mining
4	Papers1	2019/9～2019,09,00,,,	The impact of self-control on search behavior	Academic Journal	International coauthorship	Procedia Computer Science, Elsevier	Volume 159
5	Papers1	2019/9～2019,09,00,,,	Analysis of social influence on in-storepurchase behavior by using ecological system of ants	Academic Journal	Co-authored	Procedia Computer Science, Elsevier	Volume 159
6	Academic presentation7	2018/12～2018,12,00,,,	Bayesian Hidden Markov Model for Evaluating the Influence of In-Store Stationary Time of Customers on their Purchase Behavior			The 5th Asia-Pacific World Congress on Computer Science and Engineering 2018(APWC on CSE 2018)
7	Academic presentation7	2018/12～2018,12,00,,,	Assessment of Effect of POP on Purchase Behavior: Comparison of Effectiveness of Eye-tracking Data and Shopping Path Data			The 5th Asia-Pacific World Congress on Computer Science and Engineering 2018(APWC on CSE 2018)
8	Academic presentation7	2018/11～2018,11,00,,,	How Game Users Consume Virtual Currency: The Relationship Between Consumed Quantity, Inventory, and Elapsed Time since Last Consumption in the Mobile Game World			ICDM DMS2018
9	Papers1	2018/10～2018,10,00,,,	A framework of ASP for shopping path analysis	Other	Co-author	Proc. of the 4th Asia-Pacific World Congress on Computer Science and Engineering 2017	pp.49-54
10	Papers1	2018/10～2018,10,00,,,	The Short-Term Impact of an Item-Based Loyalty Program	Other	Co-author	2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)	pp1842-1847
11	Papers1	2018/10～2018,10,00,,,	Application of Network Analysis Techniques for Customer In-store Behavior in Supermarket	Other	Co-author	2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)	pp1857-1862
12	Papers1	2018/10～2018,10,00,,,	An Empirical Study of the Relationship Among Self-Control, Price Promotions and Consumer Purchase Behavior	Other	Co-author	2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)	pp1863-1868
13	Academic presentation7	2018/10～2018,10,00,,,	An Empirical Study of the Relationship Among Self-Control, Price Promotions and Consumer Purchase Behavior			2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
14	Academic presentation7	2018/10～2018,10,00,,,	Application of Network Analysis Techniques for Customer In-store Behavior in Supermarket			2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
15	Academic presentation7	2018/10～2018,10,00,,,	The Short-Term Impact of an Item-Based Loyalty Program			2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
16	Academic presentation7	2018/6～2018,06,00,,,	視線追跡データを用いた消費者の店舗内購買行動の分析
17	Academic presentation7	2017/12～2017,12,00,,,	A Framework of ASP for shopping path analysis			The 4th Asia-Pacific World Congress on Computer Science and Engineering 2017
18	Academic presentation7	2017/12～2017,12,00,,,	Do Sales Promotions Affect Dynamic Changes in Sales Outcomes: Estimation of Dynamic State of Product Sales			The 4th Asia-Pacific World Congress on Computer Science and Engineering 2017
19	Academic presentation7	2017/12～2017,12,00,,,	The Effect of Crowding on Visit Ratio at an Product Area: Based on RFID Data in a Japanese Supermarket			The 4th Asia-Pacific World Congress on Computer Science and Engineering 2017
20	Academic presentation7	2017/10～2017,10,00,,,	Model selection for financial statement analysis: Comparison of models developed by using data mining technique			IEEE International Conference on System, Man, and Cybernetics
21	Academic presentation7	2017/9～2017,09,00,,,	The Influence of Customer Movement between Sales Areas on Sales Amount: A Dynamic Bayesian Model of the In-store Customer Movement and Sales Relationship			21st International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
22	Keynote address20	2017/7/30～2017,07,30,,,	Marketing and the Uses of Big Data” Asia Pacific for Computing and Information Technology
23	Papers1	2017/7～2017,07,00,,,	A Framework of Recommendation System Based on In-store Behavior	Other	Co-author	Proceedings of the 4th Multidisciplinary International Social Networks Conference,	pp1-4
24	Academic presentation7	2017/7～2017,07,00,,,	A Framework of ASP for shopping path analysis			The 4th Multidisciplinary International Social Networks Conference
25	Papers1	2017～2017,00,00,,,	Do Sales Promotions Affect Dynamic Changes in Sales Outcomes: Estimation of Dynamic State of Product Sales	Other	Co-author	In Proceedings of the 4th Asia Pacific World Congress on Computer Science and Engineering 2017	pp1-8
26	Papers1	2017～2017,00,00,,,	Model selection for financial statement analysis: Comparison of models developed by using data mining technique	Other	Co-author	Proceedings of IEEE International Conference on System, Man, and Cybernetics	pp81-86
27	Academic presentation7	2016/12～2016,12,00,,,	A Deep Learning Approach for the Prediction of Retail Store Sales			2016 IEEE 16th International Conference on Data Mining Workshops
28	Academic presentation7	2016/12～2016,12,00,,,	Vehicle Ownership and Economic Development			2016 3rd Asia-Pacific World Congress on Computer Science and Engineering (APWC on CSE 2016)
29	Academic presentation7	2016/12～2016,12,00,,,	Prediction of Consumer Purchasing in a Grocery Store Using Machine Learning Techniques			2016 3rd Asia-Pacific World Congress on Computer Science and Engineering (APWC on CSE 2016)
30	Papers1	2016/10～2016,10,00,,,	Does the Existence of Private-Label Brands Really Impede National Brands Sales? Empirical Evidence Based on POS Data	Other	Co-author	Proceedings of 2016,3rd International Conference of Asian Marketing Associations	pp. 1-17
31	Academic presentation7	2016/10～2016,10,00,,,	Does the Existence of Private-Label Brands Really Impede National Brands Sales? Empirical Evidence Based on POS Data			3rd International Conference of Asian Marketing Associations
32	Papers1	2016/9～2016,09,00,,,	Model selection for financial statement analysis: Variable selection with data mining technique	Academic Journal	Co-author	Procedia Computer Science	Vol.96 , pp.1681-1690
33	Papers1	2016/9～2016,09,00,,,	Fractal Dimension of Shopping Path: Influence on Purchase Behavior in a Supermarket	Academic Journal	Co-author	Procedia Computer Science	Vol.96 , pp.1764-1771
34	Papers1	2016/9～2016,09,00,,,	Clustering of Customer Shopping Paths in Japanese Grocery Stores	Academic Journal	Co-author	Procedia Computer Science	pp.1314-1322
35	Academic presentation7	2016/9～2016,09,00,,,	Fractal Dimension of Shopping Path: Influence on Purchase Behavior in a Supermarket			20th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, KES2016
36	Keynote address20	2016/8/16～2016,08,16,,,	Data mining for marketing in the real world
37	Academic presentation7	2016/7～2016,07,00,,,	Impact of Analog-to-digital Conversion on Predictive Performance: A Case Study of Bayesian Network vs. Support Vector Machine in Purchase Behavior Prediction			2016 World Congress on Computational Mechanics, Seoul Korea
38	Papers1	2016/6～2016,06,00,,,	Complementary Relationship between Private Brands and National Brands: Empirical Evidence Based on POS Data	Other	Co-author	Proceedings of 2016 ,38th ISMS Marketing Science Conference,	pp. 31-43
39	Academic presentation7	2016/6～2016,06,00,,,	Complementary Relationship between Private Brands and National Brands: Empirical Evidence Based on POS Data			38th ISMS Marketing Science Conference
40	Papers1	2016/1～2016,01,00,,,	Shop area visit ratio, stay time and sales outcomes in depth analysis based on RFID data	Other	Co-author	Proc. of the 3rd Asia-Pacific World Congress on Computer Science and Engineering 2016	pp.1-7
41	Academic presentation7	2016/1～2016,01,00,,,	Self-control and consumer behavior			International Marketing Trends Conference
42	Papers1	2016～2016,00,00,,,	A Deep Learning Approach for the Prediction of Retail Store Sales	Other	Co-author	Proc. of the 2016 IEEE 16th International Conference on Data Mining Workshops	pp531-537
43	Papers1	2016～2016,00,00,,,	Vehicle Ownership and Economic Development	Other	Co-author	Proc. of 3rd Asia-Pacific World Congress on Computer Science and Engineering	pp171-180
44	Lecture19	2015/12/3～2015,12,03,,,	Human Behavior and Marketing			IEEE Asia-Pacific World Congress on Computer Science and Engineering 2015
45	Academic presentation7	2015/11～2015,11,00,,,	Why Do Retailers End Price Promotions: A Study on Duration and Profit Effects of Promotion			2015 IEEE International Workshop on Data Mining for Service
46	Academic presentation7	2015/9～2015,09,00,,,	Verification of effect on next purchase when many vice category products are brought			19th International Conference on Knowledge-Based and Intellegent Information & Engineering Systems - KES 2015
47	Academic presentation7	2015/9～2015,09,00,,,	Visualization System for Shopping Path			19th International Conference on Knowledge Based and Intelligent Information and Engineering Systems - KES 2015
48	Papers1	2015/1～2015,01,00,,,	Using Statistical Learning Theory for Purchase Behavior Prediction via Direct Observation of In-store Behavior	Other	Co-author	Proc. of the 2nd Asia-Pacific World Congress on Computer Science and Engineering 2015	pp.1-6
49	Academic presentation7	2015/1～2015,01,00,,,	How Does Purchase of a Product Affect the Next Purchase?			14th International Marketing Trends Program Conference
50	Papers1	2015～2015,00,00,,,	The Influence of Sales Areas and Bargain Sales on Customer Behavior in a Grocery Store	Other	Co-author	Neural Computing and Applications	Vol. 26, Issue 2, pp.355-361
51	Papers1	2015～2015,00,00,,,	Verification of effect on next purchase when many vice category products are brought	Academic Journal	Co-author	Procedia Computer Science	Vol.60, pp,1780-1787
52	Papers1	2015～2015,00,00,,,	Visualization System for Shopping Path	Academic Journal	Co-author	Procedia Computer Science	Vol.60, pp,1772-1779
53	Papers1	2015～2015,00,00,,,	Recommendation system for grocery store considering data sparsity	Academic Journal	Co-author	Procedia Computer Science	Vol.60, pp,1406-1413
54	Academic presentation7	2014/11～2014,11,00,,,	Big Data and Marketing			IEEE APWC on CSE 2014
55	Academic presentation7	2014/10～2014,10,00,,,	Using Bayesian Network for Purchase Behavior Prediction from RFID Data			The 2014 IEEE International Conference on Systems, Man, and Cybernetics
56	Academic presentation7	2014/9～2014,09,00,,,	Consumer Purchasing Behavior Extraction Using Statistical Learning Theory			18th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
57	Academic presentation7	2014/8～2014,08,00,,,	Category Evaluation Method for Business Intelligence Using a Hierarchical Bayes Model			13th IEEE International Conference on Cognitive Informatics & Cognitive Computing
58	Papers1	2014～2014,00,00,,,	Category Evaluation Method for Business Intelligence Using a Hierarchical Bayes Model	Other	Co-author	Proc. of ICCI*CC 2014, IEEE Press	pp.400- 407
59	Papers1	2014～2014,00,00,,,	Using Bayesian Network for Purchase Behavior Prediction from RFID Data	Other	Co-author	Proc. of 2014 IEEE Conference on System, Man and Cybernetics, IEEE Press	pp.2262-2267
60	Edited book3	2014～2014,00,00,,,	Data Mining for Service			Springer-Verlag	Studies in Big Data Vol.3, pp.1-291
61	Papers1	2014～2014,00,00,,,	Evaluation of Price Elasticity and Brand Loyalty in Milk Products	Other	Co-author	Proc. of 18th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems	pp1482-1487
62	Papers1	2014～2014,00,00,,,	Consumer Purchasing Behavior Extraction Using Statistical Learning Theory	Academic Journal	Co-author	Procedia Computer Science	pp1464-1473
63	Academic presentation7	2013/7/16～2013,07,16,,,	Determining the Share of Product Categories on Discount Flyers Based on the Interaction Effect between Bargain Scale and Sales Area	Other		Proceedings of 12th IEEE International Conference on Cognitive Informatics & Cognitive Computing	pp.315-319
64	Papers1	2013/7～2013,07,00,,,	Determining the Share of Product Categories on Discount Flyers Based on the Interaction Effect between Bargain Scale and Sales Area	Other		Proceedings of 12th IEEE International Conference on Cognitive Informatics & Cognitive Computing	pp.315-319
65	Papers1	2013～2013,00,00,,,	A framework for Analysis of the Effect of Time on Shopping Behavior			Journal of Intelligent Information Systems	Vol.41, Issue 1, pp.91-107
66	Papers1	2012～2012,00,00,,,	Customer Behavior Modeling Using Radio Frequency Identification Data and the Hidden Markov Model	Other		Proceedings of 2012 Service Research and Innovation Institution Global Conference (SRII2012), IEEE CPS	pp.509-514
67	Papers1	2012～2012,00,00,,,	The Influence of Sales Areas and Bargain Sales on Customer Behavior		Co-author	Advances in Knowledge-Based and Intelligent Information and Engineering Systems (Eds. M. Grana et al.), IOS Press	pp.2104-2113
68	Papers1	2012～2012,00,00,,,	An Examination of the Impact of Neurophysiologic and Environmental Variables on Shopping Behavior of Customers in a Grocery Store in Japan			Advances in Knowledge-Based and Intelligent Information and Engineering Systems (Eds. M. Grana et al.), IOS Press	pp.2099-2103
69	Papers1	2012～2012,00,00,,,	Analyzing Consumers’ Shopping Behavior Using RFID Data and Pattern Mining			Advances in Data Analysis and Classification	Vol. 6, Issue 5 pp.355-365
70	Papers1	2011/12～2011,12,00,,,	Analysis of Residence Time in Shopping using RFID Data –An application of the Kernel Density Estimation to RFID			IEEE International Workshop on Data Mining for Service 2011 (DMS 2011), in conjunction with ICDM 2011, IEEE CS	pp.1170-1176
71	Academic presentation7	2011/9/13～2011,09,13,,,	Clockwise and Anti-clockwise Direction of Customer Orientation in a Supermarket: Evidence from RFID Data	Other		Proc. of KES 2011, Knowledge-Based and Intelligent Information and Engineering　Systems, Lecture Notes In Artificial Intelligence(LNAI) 6883	pp.304-309
72	Papers1	2011/9～2011,09,00,,,	Extraction of Customer Potential Value Using Unpurchased Items and In-Store Movement	Other		Proc. of KES 2011, Knowledge-Based and Intelligent Information and Engineering　Systems, Lecture Notes In Artificial Intelligence(LNAI) 6883	pp.295-303
73	Papers1	2011/9～2011,09,00,,,	Clockwise and Anti-clockwise Direction of Customer Orientation in a Supermarket: Evidence from RFID Data	Other		Proc. of KES 2011, Knowledge-Based and Intelligent Information and Engineering　Systems, Lecture Notes In Artificial Intelligence(LNAI) 6883	pp.304-309
74	Academic presentation7	2011/1/27～2011,01,27,,,	A Framework of Shopping Path Research	Other	Co-author
75	Papers1	2011～2011,00,00,,,	String Analysis Technique for Shopping Path in a Supermarket			Journal of Intelligent Information Systems	Vol.36, No.3, pp.385-402
76	Papers1	2011～2011,00,00,,,	Shopping Path Modeling Using a Transition Matrix Compression Algorithm			Emerging Intelligent Technologies in Industry, Springer-Verlag	pp.329-339
77	Papers1	2011～2011,00,00,,,	Finding Latent Groups of Customers via the Poisson Mixture Regression Model	Other		Proc. of 2011 IEEE Conference on System, Man and Cybernetics, IEEE Press	pp.3603-3608
78	Papers1	2011～2011,00,00,,,	Evaluation of the Shopping Path to Distinguish Customers Using a RFID Dataset			International Journal of Organizational and Collective Intelligence	Vol.2, No.4, pp.1-14
79	Papers1	2011～2011,00,00,,,	Decision Support System for Policy Making during a Financial Crisis	Other		Proc. of IEEE GrC2011	pp.756-760
80	Papers1	2010/9～2010,09,00,,,	Extracting Promising Sequential Patterns from RFID Data Using the LCM Sequence	Other		Proceedings of KES 2010, Knowledge-Based and Intelligent Information and Engineering　Systems, Lecture Notes In Artificial Intelligence(LNAI) 6278	pp.244-253
81	Papers1	2010/9～2010,09,00,,,	Relation between stay-time and purchase probability with RFID data in a Japanese supermarket	Other		Proceedings of KES 2010, Knowledge-Based and Intelligent Information and Engineering Systems, Lecture Notes In Artificial Intelligence (LNAI) 6278	pp.254-263
82	Papers1	2010/9～2010,09,00,,,	The Influence of Shopping Path Length on Purchase Behavior in Grocery Store	Other		Proceedings of KES 2010, Knowledge-Based and Intelligent Information and Engineering Systems, Lecture Notes In Artificial Intelligence (LNAI) 6278	pp. 273-280
83	Papers1	2010/8～2010,08,00,,,	Development of Data Mining Platform MUSASHI Towards Service Computing			2010 IEEE International Conference on Granular Computing (GrC)	pp.235-240
84	Papers1	2010～2010,00,00,,,	Modeling deposit outflow in financial crises: application to branch management and customer relationship management		Co-author	International Journal of Advanced Intelligence Paradigms	Vol.2, No.2/3, pp.254-270
85	Papers1	2010～2010,00,00,,,	Modeling deposit outflow in financial crises: application to branch management and customer relationship management			International Journal of Advanced Intelligence Paradigms	Vol.2, No.2/3, pp.254-270
86	Academic presentation7	2010～2010,00,00,,,	Relation between stay-time and purchase probability with RFID data in a Japanese supermarket	Other		Proceedings of KES 2010, Knowledge-Based and Intelligent Information and Engineering Systems, Lecture Notes In Artificial Intelligence (LNAI) 6278	pp.254-263
87	Papers1	2009/9/28～2009,09,28,,,	Advertising Carryover Effects and Optimal Budget Allocation	Other	Co-author	Proc. of KES 2009	LNAI 5712, pp.270-277
88	Papers1	2009/9/28～2009,09,28,,,	Advertising Carryover Effects and Optimal Budget Allocation	Other		Proc. of KES 2009, LNAI 5712	pp.270-277
89	Papers1	2009～2009,00,00,,,	Data Mining for Design and Marketing		Co-author	CRC Press
90	Papers1	2009～2009,00,00,,,	Modeling Bank Runs in Financial Crises		Co-author	The Review of Socionetwork Strategies	Vol.3, No.1, pp.19-31
91	Papers1	2009～2009,00,00,,,	Special issue on chance discovery –Discovery of Significant events for decision making			Information Sciences	Vol.179, Issue 11, pp.1567-1569
92	Papers1	2008/12～2008,12,00,,,	Character String Analysis and Customer Path in Stream Data	Other		Proc. of IEEE International Workshop on Data Mining for Design and Marketing 2008 (DMDM 2008), in conjunction with 8th IEEE International Conference on Data Mining (ICDM 2008), IEEE CS	pp.829-836
93	Papers1	2008～2008,00,00,,,	A Bank Run Model in Financial Crises	Other	Co-author	Proc. of KES 2008, Springer-Verlag	LNAI 5178, pp.703-710
94	Papers1	2008～2008,00,00,,,	Pricing System for Seeking Optimal Prices in the Diet Foods Market	Other	Co-author	Proc. of 2008 IEEE Conference on System, Man and Cybernetics, IEEE Press	pp.3514-3518
95	Academic presentation7	2007/7/20～2007,07,20,,,	Data Mining Application for Time-Series Data
96	Academic presentation7	2007/6/19～2007,06,19,,,	Business Application and Risk of Data Mining	Other		Proc. of International Workshop on Risk Informatics (RI2007)	pp.21-29
97	Papers1	2007/2/18～2007,02,18,,,	Data Mining Technique for Gene Analysis Makes Profits in the Supermarket		Co-author	2007 AMA Winter Educators' Conference Proceedings	pp. 122-129
98	Academic presentation7	2007/2/18～2007,02,18,,,	Data Mining Technique for Gene Analysis Makes Profits in the Supermarket			2007 AMA Winter Educators’ Conference Proceedings	pp. 122-129
99	Papers1	2007～2007,00,00,,,	CODIRO: A New System for obtaining Data Concerning Consumer Behavior Based on Data Factors of High Interest Determined by the Analyst	Academic Journal	Single-Author	Soft Computing, Springer-Verlag	Vol.11, No.8, pp. 811-817
100	Papers1	2007～2007,00,00,,,	Knowledge Discovery from Click Stream Data and Effective site management		Co-author	New Frontiers in Artificial Intelligence, Springer-Verlag	LNCS 4384, pp.360-373
101	Papers1	2007～2007,00,00,,,	Analysis on a Relation Between Enterprise Profit and Financial State by Using Data Mining Techniques		Co-author	New Frontiers in Artificial Intelligence, LNCS 4384, Springer-Verlag	pp.305-316
102	Papers1	2007～2007,00,00,,,	Is this brand ephemeral? A multivariate tree-based decision analysis of new product sustainability	Academic Journal		Decision Support Systems, Elsevier	Vol.44, No.1, pp.223-234
103	Keynote address20	2007～2007,00,00,,,	Data Mining Application for Time-Series Data		Single-Author
104	Papers1	2007～2007,00,00,,,	Business Application and Risk of Data Mining	Other	Co-author	Proc. of International Workshop on Risk Informatics (RI2007)	pp.21-29
105	Papers1	2007～2007,00,00,,,	Lessons Learned from a Case Study on Process Data Management	Other		Proc. of 2007 IEEE Conference on System, Man and Cybernetics, IEEE Press	pp.3530-3534
106	Academic presentation7	2006/12/18～2006,12,18,,,	The River-Rafting System for Knowledge Discovery Related to Persuasion Process Conversation Logs	Other		Proc. of IEEE International Workshop on Data Mining for Design and Marketing, in conjunction with 6th IEEE International Conference on Data Mining, IEEE CS	pp. 575-579
107	Papers1	2006/12～2006,12,00,,,	The River-Rafting System for Knowledge Discovery Related to Persuasion Process Conversation Logs		Co-author	Proc. of IEEE International Workshop on Data Mining for Design and Marketing, in conjunction with 6th IEEE International Conference on Data Mining, IEEE CS	pp. 575-579
108	Academic presentation7	2006/11/9～2006,11,09,,,	Knowledge Discovery from the Structure of Persuasive Communication	Other		Proceedings of 2006 IEEE Conference on System, Man and Cybernetics, IEEE Press	pp.1741-1746
109	Papers1	2006/10～2006,10,00,,,	The Structure of Scenario Communication and Chance Discovery		Single-Author	Studies in Computational Intelligence, Springer-Verlag	Vol.30, pp.21-36
110	Academic presentation7	2006/6/6～2006,06,06,,,	Knowledge Discovery from Click Stream Data and Effective Site Management	Other		Proc. of the International Workshop on Risk Mining 2006	pp. 95-108
111	Academic presentation7	2006/6/6～2006,06,06,,,	Analysis on a Relation between Enterprise Profit and Financial Sate by Using Data Mining Techniques	Other		Proc. of the International Workshop on Risk Mining 2006	pp. 35-45
112	Papers1	2006～2006,00,00,,,	Consumer Behavior Analysis by Graph Mining Technique	Academic Journal	Co-author	New Mathematics and Natural Computation, World Scientific	Vol.2, No.1, pp.59-68
113	Papers1	2006～2006,00,00,,,	Does Web Log Data Reveal Consumer Behavior? The Case of Analysis for an Internet Mall	Other	Co-author	Proc. of the Annual Conference of the Academy of Marketing Science, Academy of Marketing Science	Vol.24, pp.256-262
114	Papers1	2006～2006,00,00,,,	Knowledge Discovery from the Structure of Persuasive Communication		Co-author	Proc. of 2006 IEEE Conference on System, Man and Cybernetics, IEEE Press	pp.1741-1746
115	Papers1	2006～2006,00,00,,,	The Practice of an Optimal Pricing Strategy for Maximizing Store Profits Using PRISM	Other	Co-author	Proceedings of 2006 IEEE Conference on System, Man and Cybernetics, IEEE Press	pp.2121-2126
116	Papers1	2005/9～2005,09,00,,,	Optimum Pricing Strategy for Maximization of Profits and Chance Discovery	Other	Co-author	Proc. of 9th International Conference of KES 2005	LNAI 3681, pp.1160-1166
117	Papers1	2005/6～2005,06,00,,,	A Data Mining for Graph Structure Data Helps to Discover New Knowledge in Consumer Behavior and Makes Profits	Other	Co-author		Proc. CD of AMS International Retailing Conference 2005, pp.1-17
118	Papers1	2005/3～2005,03,00,,,	Active Mining for Structured Data	Academic Journal	Co-author	Journal of Japanese Society for Artificial Intelligence	Vol.20, No.2
119	Papers1	2005/2～2005,02,00,,,	The Future Direction of New Computing Environment for Exabyte Data in the Business World	Academic Journal	Co-author	Proc. of 2005 Symposium on Applications and the Internet (SAINT 2005), IEEE CS
120	Papers1	2005/2～2005,02,00,,,	Chance Discovery from Consumer Research Using KeyGraph	Monograph	Co-author	Readings in Chance Discovery, Advanced Knowledge International
121	Commentary9	2005/1～2005,01,00,,,	MUSASHI: System for Knowledge Discovery in Large Business Data	Academic Journal	Co-author	Journal of the Japanese Society for Artifical Intelligence	Vol.20, No.1, pp.59-66
122	Academic presentation7	2004/6/18～2004,06,18,,,	What Effect does a Crisis Have on Consumer Behavior?: The Example of a food Poisoning Incident in Japan		Co-author		#347
123	Papers1	2004～2004,00,00,,,	Knowledge Discovery Process and Introduction of Domain Knowledge	Monograph	Single-Author	IRM Press	pp.86-98
124	Papers1	2004～2004,00,00,,,	Consumer Behavior Analysis by Graph Mining Technique	Other	Co-author	Proc. of KES 2004 (invited session on Chance Discovery), Springer	LNAI3214
125	Academic presentation7	2003/1～2003,01,00,,,	Crisis and Consumer Behavior	Other	Co-author	The Japanese Society for Artificial Intelligence
126	Academic presentation7	2003/1～2003,01,00,,,	Chance Discovery from Image of Consumer using Key Graph	Other	Co-author	The Japanese Society for Artificial Intelligence
127	Papers1	2003～2003,00,00,,,	Data Mining Oriented CRM Systems Based on MUSASHI: C-MUSASHI	Other	Co-author	Proc. of Second International Workshop on Active Mining (AM2003) in conjunction with 14th International Symposium on Methodologies for Intelligent Systems (ISMIS2003)	pp.52-61
128	Papers1	2003～2003,00,00,,,	Business Application for Sales Transaction Data by Using Genome Analysis Technology	Other	Co-author	Proc. of 6th International Conference of Discovery Science 2003	LNAI 2843, pp. 208-219
129	Papers1	2003～2003,00,00,,,	Knowledge Discovery Process from Sales Data	Other	Single-Author	Proceedings of the 2003 Information Resource Management Association International Conference	pp.684-687
130	Papers1	2003～2003,00,00,,,	Combining Information Fusion with String Pattern Analysis: A New Method for Predicting Future Purchase Behavior	Academic Journal	Co-author	Springer, Information Fusion in Data Mining, Studies in Fuzziness and Soft Computing	Vol.123, pp.161-187
131	Academic presentation7	2003～2003,00,00,,,	Customer Attrition Analysis in Supermarket	Other	Co-author
132	Papers1	2002/12～2002,12,00,,,	MUSASHI:Flexible and Efficient Data Preprocessing Tool for KDD based on XML	Other	Co-author	Proceedings of the First International Workshop on Data Cleaning and Preprocessing	pp.38-49
133	Papers1	2002～2002,00,00,,,	A Neural Network Application to Identify High-Value Customer for a Large Retail Store in Japan	Monograph	Co-author	Idea Group Publishing
134	Papers1	2001/6～2001,06,00,,,	Discovering association strength among brand loyalties from purchase history	Other	Co-author	2001 IEEE International Symp. on Industrial Electronics
135	Papers1	2001～2001,00,00,,,	Effective coupon distribution method that used client data	Other	Co-author	Tokyo economic information publication
136	Papers1	2001～2001,00,00,,,	Knowledge discovery from management data	In-house publication	Co-author	National economy magazine
137	Papers1	2001～2001,00,00,,,	A Machine Learning Algorithm for Analyzing String Patterns Helps to Discover Simple and Interpretable Business Rules from Purchase History	Academic Journal	Co-author	Springer-Verlag, Progresses in Discovery Science	pp.565-575
138	Papers1	2001～2001,00,00,,,	Early detection of the ROYAL customer from a new client	Monograph	Co-author	ESTRELA
139	Papers1	2000/8～2000,08,00,,,	A Data Mining System for Managing Customer Relationship	Other	Co-author
140	Papers1	2000/6～2000,06,00,,,	The Discovery of Customer Loyalty from Newcomers	Other	Co-author
141	Papers1	2000/6～2000,06,00,,,	Discovering Interpretable Rules that Explain Customer Brand Choice Behavior	Other	Co-author	INFORMS-KORMS Seoul 2000
142	Papers1	2000～2000,00,00,,,	Data mining from the purchase record of a client	Monograph	Co-author
143	Papers1	1999～1999,00,00,,,	Approximation of Optimal Two-Dimensional Association Rules for Categorical Attributes Using Semidefinite Programming	Academic Journal	Co-author	Lecture Notes in Artificial Intelligence 1721	148-159
144	Papers1	1998～1998,00,00,,,	The Future Direction of Data Mining Research	In-house publication	Single-Author	JOURNAL OF OSAKA SANGYO UNIVERSITY Social Sciences
145	Papers1	1998～1998,00,00,,,	Customer Profiling Makes Profits : How did a Japanese firm achieve competitive advantage through the knowledge creation?	Academic Journal	Co-author	The Practical Application of Knowledge Management 98	pp.57-67.
146	Papers1	1998～1998,00,00,,,	Mining Pharmacy Data Helps to Make Profits	Academic Journal	Co-author	Data Mining and Knowledge Discovery	Vol.2 No.4, pp.391-398.
147	Papers1	1998～1998,00,00,,,	Data Mining Oriented System for Business Applications	Other	Co-author	Lecture Notes in Artificial Interlligence 1532	pp.441-442
148	Papers1	1996～1996,00,00,,,	Information Systems and Organizational Capabilities	In-house publication	Single-Author	Annual Report on Economics and Business Administration	Vol.46, pp.105-158.
149	Papers1	,,,,,	String Analysis Technique for Shopping Path in a Supermarket			Journal of Intelligent Information Systems
150	Papers1	,,,,,	The Influence of Customer Movement between Sales Areas on Sales Amount: A Dynamic Bayesian Model of the In-store Customer Movement and Sales Relationship	Academic Journal	Co-author	Procedia Computer Science	Volume 112 pp1845-1854

Research reportUnrefereedOtherCo-authorYADA,Katsutoshi2021/8/6～

Edited bookAdvances in Artificial IntelligenceIn refereedMonographCo-editorYADA,K;Ohsawa, Y;Ito, T;Takama, Y;Sato-Shimokawara, E;Abe, A;Mori, J;Matsumura, NSpringer Nature2020～

PapersIn refereedAcademic JournalCo-authorLi, Zhen;Zennyo, Yusuke;YADA,Katsutoshi2020～

Academic presentationThe impact of self-control on search behaviorIn refereedYADA,Katsutoshi2019/9/5～23rd International Conference on Knowledge-Based and Intelligent Information & Engineering SystemsBudapest, Hungary

LectureSensor Marketing and Data MiningYADA,Katsutoshi2019/9/5～23rd International Conference on Knowledge-Based and Intelligent Information & Engineering SystemsBudapest, Hungary

PapersThe impact of self-control on search behaviorIn refereedAcademic JournalInternational coauthorshipYADA,KatsutoshiProcedia Computer Science, ElsevierVolume 1592019/9～

PapersAnalysis of social influence on in-storepurchase behavior by using ecological system of antsIn refereedAcademic JournalCo-authoredYADA,KatsutoshiProcedia Computer Science, ElsevierVolume 1592019/9～

Academic presentationBayesian Hidden Markov Model for Evaluating the Influence of In-Store Stationary Time of Customers on their Purchase BehaviorY. Kaneko;K. YadaThe 5th Asia-Pacific World Congress on Computer Science and Engineering 2018(APWC on CSE 2018)2018/12～Fiji

Academic presentationAssessment of Effect of POP on Purchase Behavior: Comparison of Effectiveness of Eye-tracking Data and Shopping Path DataK. Ishibashi;K. YadaThe 5th Asia-Pacific World Congress on Computer Science and Engineering 2018(APWC on CSE 2018)2018/12～Fiji

Academic presentationHow Game Users Consume Virtual Currency: The Relationship Between Consumed Quantity, Inventory, and Elapsed Time since Last Consumption in the Mobile Game WorldY. Kaneko;K. Yada;W. Ihara;R. OdagiriICDM DMS20182018/11～Singapore

PapersA framework of ASP for shopping path analysisIn refereedOtherCo-authorK. Yada;K. Ichikawa;K. Takai;K. MiayazakiProc. of the 4th Asia-Pacific World Congress on Computer Science and Engineering 2017pp.49-542018/10～Fiji

PapersThe Short-Term Impact of an Item-Based Loyalty ProgramIn refereedOtherCo-authorK. Yada;Y. Sun;B. Wu2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)pp1842-18472018/10～

PapersApplication of Network Analysis Techniques for Customer In-store Behavior in SupermarketIn refereedOtherCo-authorY. Zuo;K. Yada;T. Li;P. Chen2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)pp1857-18622018/10～

PapersAn Empirical Study of the Relationship Among Self-Control, Price Promotions and Consumer Purchase BehaviorIn refereedOtherCo-authorX. Zhong;K. Ishibashi;K. Yada2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)pp1863-18682018/10～

Academic presentationAn Empirical Study of the Relationship Among Self-Control, Price Promotions and Consumer Purchase BehaviorX. Zhong;K. Ishibashi;K. Yada2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2018/10～Miyazaki Japan

Academic presentationApplication of Network Analysis Techniques for Customer In-store Behavior in SupermarketY. Zuo;K. Yada;T. Li;P. Chen2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2018/10～Miyazaki Japan

Academic presentationThe Short-Term Impact of an Item-Based Loyalty ProgramK. Yada;Y. Sun;B. Wu2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2018/10～Miyazaki Japan

PapersIn refereedOtherCo-authorY. Kaneko;K. Ishibashi;K. Yadapp103-1062018/8～

Academic presentation視線追跡データを用いた消費者の店舗内購買行動の分析Y. Kaneko;K. Ishibashi;K. Yada2018/6～

LectureK. Yada2018/2/14～Fukuoka, Japan

LectureK. Yada2017/12/1～

PapersIn refereedAcademic JournalCo-authorK. Ishibashi;K. Miayazaki;K. Yada2017/12～

PapersIn refereedAcademic JournalCo-authorY. Zuo;K. Yada2017/12～

PapersUnrefereedAcademic JournalCo-authorY. Kaneko;K. Yada2017/12～

Academic presentationA Framework of ASP for shopping path analysisK. Yada;K. Ichikawa;K. Takai;K. MiayazakiThe 4th Asia-Pacific World Congress on Computer Science and Engineering 20172017/12～Mana Island Resort and Spa, Fiji

Academic presentationDo Sales Promotions Affect Dynamic Changes in Sales Outcomes: Estimation of Dynamic State of Product SalesY. Kaneko;K. YadaThe 4th Asia-Pacific World Congress on Computer Science and Engineering 20172017/12～Mana Island Resort and Spa, Fiji

Academic presentationThe Effect of Crowding on Visit Ratio at an Product Area: Based on RFID Data in a Japanese SupermarketB. Wu;K. YadaThe 4th Asia-Pacific World Congress on Computer Science and Engineering 20172017/12～Mana Island Resort and Spa, Fiji

Academic presentationModel selection for financial statement analysis: Comparison of models developed by using data mining techniqueK. Ishibashi;T. Iwasaki;S. Otomasa;K. YadaIEEE International Conference on System, Man, and Cybernetics2017/10～Banff, Canada

LectureK. Yada2017/9/13～

LectureK. Yada2017/9/12～

Academic presentationThe Influence of Customer Movement between Sales Areas on Sales Amount: A Dynamic Bayesian Model of the In-store Customer Movement and Sales RelationshipY. Kaneko;S. Miyazaki;K. Yada21st International Conference on Knowledge-Based and Intelligent Information & Engineering Systems2017/9～Marseille, France

Keynote addressMarketing and the Uses of Big Data” Asia Pacific for Computing and Information TechnologyK. Yada2017/7/30～APSCIT2017 Hokkaido Japan

PapersA Framework of Recommendation System Based on In-store BehaviorIn refereedOtherCo-authorWai Tik So;K. YadaProceedings of the 4th Multidisciplinary International Social Networks Conference, pp1-42017/7～

Academic presentationA Framework of ASP for shopping path analysis Wai Tik So;K. YadaThe 4th Multidisciplinary International Social Networks Conference2017/7～Bangkok, Thailand

LectureK. Yada2017/5/10～

LectureK. Yada2017/3/1～

PapersDo Sales Promotions Affect Dynamic Changes in Sales Outcomes: Estimation of Dynamic State of Product SalesIn refereedOtherCo-authorK. Yada;Y. KanekoIn Proceedings of the 4th Asia Pacific World Congress on Computer Science and Engineering 2017pp1-82017～

PapersModel selection for financial statement analysis: Comparison of models developed by using data mining techniqueIn refereedOtherCo-authorK. Ishibashi;T. Iwasaki;S. Otomasa;K. YadaProceedings of IEEE International Conference on System, Man, and Cyberneticspp81-862017～

Academic presentationA Deep Learning Approach for the Prediction of Retail Store SalesY. Kaneko;K. Yada2016 IEEE 16th International Conference on Data Mining Workshops2016/12～World Trade Center Barcelona, Spain

Academic presentationVehicle Ownership and Economic DevelopmentZ. Li;K. Ishibashi;Y. Kaneko;K. Miayazaki;H. Shioji;K. Yada2016 3rd Asia-Pacific World Congress on Computer Science and Engineering (APWC on CSE 2016)2016/12～Sofitel Fiji Resort & Spa, Denarau Island, Fiji

Academic presentationPrediction of Consumer Purchasing in a Grocery Store Using Machine Learning TechniquesY. Zuo;K. Yada;A B M Shawkat Ali2016 3rd Asia-Pacific World Congress on Computer Science and Engineering (APWC on CSE 2016)2016/12～Sofitel Fiji Resort & Spa, Denarau Island, Fiji

PapersDoes the Existence of Private-Label Brands Really Impede National Brands Sales? Empirical Evidence Based on POS DataIn refereedOtherCo-authorZ. Li;K. YadaProceedings of 2016,3rd International Conference of Asian Marketing Associations pp. 1-172016/10～

Academic presentationDoes the Existence of Private-Label Brands Really Impede National Brands Sales? Empirical Evidence Based on POS DataZ. Li;K. Yada3rd International Conference of Asian Marketing Associations2016/10～Beijing, China

PapersModel selection for financial statement analysis: Variable selection with data mining techniqueIn refereedAcademic JournalCo-authorK. Ishibashi;T. Iwasaki;S. Otomasa;K. YadaProcedia Computer ScienceVol.96 , pp.1681-16902016/9～

PapersFractal Dimension of Shopping Path: Influence on Purchase Behavior in a SupermarketIn refereedAcademic JournalCo-authorY. Kaneko;K. YadaProcedia Computer ScienceVol.96 , pp.1764-17712016/9～

PapersClustering of Customer Shopping Paths in Japanese Grocery StoresIn refereedAcademic JournalCo-authorN. Sano;R. Tsutsui;K. Yada;T. SuzukiProcedia Computer Sciencepp.1314-13222016/9～

Academic presentationFractal Dimension of Shopping Path: Influence on Purchase Behavior in a SupermarketY. Kaneko;K. Yada20th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, KES20162016/9～York, United Kingdom

Keynote addressData mining for marketing in the real worldK. Yada2016/8/16～MISNC 2016, New Jersey USA

Academic presentationImpact of Analog-to-digital Conversion on Predictive Performance: A Case Study of Bayesian Network vs. Support Vector Machine in Purchase Behavior PredictionY. Zuo;K. Yada;E. Kita2016 World Congress on Computational Mechanics, Seoul Korea2016/7～Seoul, Korea

LectureK. Yada2016/6/4～

PapersComplementary Relationship between Private Brands and National Brands: Empirical Evidence Based on POS DataIn refereedOtherCo-authorZ. Li;K. YadaProceedings of 2016 ,38th ISMS Marketing Science Conference,pp. 31-432016/6～

Academic presentationComplementary Relationship between Private Brands and National Brands: Empirical Evidence Based on POS DataZ. Li;K. Yada38th ISMS Marketing Science Conference2016/6～Shanghai, China

PapersShop area visit ratio, stay time and sales outcomes in depth analysis based on RFID dataIn refereedOtherCo-authorZ. Li;K. Ishibashi;K. Takai;K. YadaProc. of the 3rd Asia-Pacific World Congress on Computer Science and Engineering 2016pp.1-72016/1～

Academic presentationSelf-control and consumer behaviorS. Shibasaki;K. Takai;K. YadaInternational Marketing Trends Conference2016/1～Venice, Italy

BookMonographK. Yada2016～

PapersA Deep Learning Approach for the Prediction of Retail Store SalesIn refereedOtherCo-authorY. Kaneko;K. YadaProc. of the 2016 IEEE 16th International Conference on Data Mining Workshopspp531-5372016～

PapersVehicle Ownership and Economic DevelopmentIn refereedOtherCo-authorZ. Li;K. Ishibashi;Y. Kaneko;K. Miayazaki;H. Shioji;K. YadaProc. of 3rd Asia-Pacific World Congress on Computer Science and Engineeringpp171-1802016～

LectureHuman Behavior and MarketingK. YadaIEEE Asia-Pacific World Congress on Computer Science and Engineering 20152015/12/3～Fiji

Academic presentationWhy Do Retailers End Price Promotions: A Study on Duration and Profit Effects of PromotionZ. Li;K. Yada2015 IEEE International Workshop on Data Mining for Service2015/11～Atlantic City, NJ, USA

LectureK. Yada2015/9/9～Fukuoka, Japan

LectureK. Yada2015/9/1～Tokyo, Japan

Academic presentationVerification of effect on next purchase when many vice category products are broughtK. Ishibashi;K. Miayazaki;K. Yada19th International Conference on Knowledge-Based and Intellegent Information & Engineering Systems - KES 20152015/9～Marina Bay Sands Hotel, Singapore

Academic presentationVisualization System for Shopping PathY. Kaneko;K. Yada19th International Conference on Knowledge Based and Intelligent Information and Engineering Systems - KES 20152015/9～Marina Bay Sands Hotel, Singapore

Academic presentationK. Yada2015/3/27～Tokyo, Japan

PapersUsing Statistical Learning Theory for Purchase Behavior Prediction via Direct Observation of In-store BehaviorIn refereedOtherCo-authorY. Zuo;K. YadaProc. of the 2nd Asia-Pacific World Congress on Computer Science and Engineering 2015pp.1-62015/1～

Academic presentationHow Does Purchase of a Product Affect the Next Purchase?K. Yada14th International Marketing Trends Program Conference2015/1～Paris, France

PapersThe Influence of Sales Areas and Bargain Sales on Customer Behavior in a Grocery StoreIn refereedOtherCo-authorN. Sano;K. YadaNeural Computing and ApplicationsVol. 26, Issue 2, pp.355-3612015～

PapersVerification of effect on next purchase when many vice category products are broughtIn refereedAcademic JournalCo-authorK. Ishibashi;K. Miayazaki;K. YadaProcedia Computer ScienceVol.60, pp,1780-17872015～

PapersVisualization System for Shopping PathIn refereedAcademic JournalCo-authorY. Kaneko;K. YadaProcedia Computer ScienceVol.60, pp,1772-17792015～

PapersRecommendation system for grocery store considering data sparsityIn refereedAcademic JournalCo-authorN. Sano;N. Machino;K. Yada;T. SuzukiProcedia Computer ScienceVol.60, pp,1406-14132015～

Academic presentationBig Data and Marketing K. YadaIEEE APWC on CSE 20142014/11～Nadi, Fiji

Academic presentationK. Yada2014/11～Tokyo, Japan

Academic presentationUsing Bayesian Network for Purchase Behavior Prediction from RFID DataY. Zuo;K. YadaThe 2014 IEEE International Conference on Systems, Man, and Cybernetics2014/10～San Diego, CA, USA

Academic presentationConsumer Purchasing Behavior Extraction Using Statistical Learning Theory Y. Zuo;A B M Shawkat Ali;K. Yada18th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems2014/9～Gdynia, Poland

Academic presentationCategory Evaluation Method for Business Intelligence Using a Hierarchical Bayes ModelN. Sano;K. Yada;T. Suzuki13th IEEE International Conference on Cognitive Informatics & Cognitive Computing2014/8～Singapore

Academic presentationK. Yada2014/5～Yamanashi, Japan

PapersCategory Evaluation Method for Business Intelligence Using a Hierarchical Bayes ModelIn refereedOtherCo-authorN. Sano;K. Yada;T. SuzukiProc. of ICCI*CC 2014, IEEE Presspp.400- 4072014～

PapersUsing Bayesian Network for Purchase Behavior Prediction from RFID DataOtherCo-authorY. Zuo;K. YadaProc. of 2014 IEEE Conference on System, Man and Cybernetics, IEEE Presspp.2262-22672014～

Edited bookData Mining for ServiceK. YadaSpringer-VerlagStudies in Big Data Vol.3, pp.1-2912014～

PapersEvaluation of Price Elasticity and Brand Loyalty in Milk ProductsIn refereedOtherCo-authorN. Sano;S. Tamura;K. Yada;T. SuzukiProc. of 18th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems pp1482-14872014～

PapersConsumer Purchasing Behavior Extraction Using Statistical Learning Theory In refereedAcademic JournalCo-authorY. Zuo;A B M Shawkat Ali;K. YadaProcedia Computer Sciencepp1464-14732014～

Academic presentationDetermining the Share of Product Categories on Discount Flyers Based on the Interaction Effect between Bargain Scale and Sales AreaOtherN. Sano;K. YadaProceedings of 12th IEEE International Conference on Cognitive Informatics & Cognitive Computingpp.315-3192013/7/16～New York, USA

PapersDetermining the Share of Product Categories on Discount Flyers Based on the Interaction Effect between Bargain Scale and Sales AreaOtherN. Sano;K. YadaProceedings of 12th IEEE International Conference on Cognitive Informatics & Cognitive Computingpp.315-3192013/7～

PapersA framework for Analysis of the Effect of Time on Shopping BehaviorK. Takai;K. YadaJournal of Intelligent Information SystemsVol.41, Issue 1, pp.91-1072013～

PapersCustomer Behavior Modeling Using Radio Frequency Identification Data and the Hidden Markov ModelOtherN. Sano;K. YadaProceedings of 2012 Service Research and Innovation Institution Global Conference (SRII2012), IEEE CPSpp.509-5142012～

PapersThe Influence of Sales Areas and Bargain Sales on Customer BehaviorIn refereedCo-authorN. Sano;K. YadaAdvances in Knowledge-Based and Intelligent Information and Engineering Systems (Eds. M. Grana et al.), IOS Presspp.2104-21132012～

PapersAn Examination of the Impact of Neurophysiologic and Environmental Variables on Shopping Behavior of Customers in a Grocery Store in JapanM. Holod;K. YadaAdvances in Knowledge-Based and Intelligent Information and Engineering Systems (Eds. M. Grana et al.), IOS Presspp.2099-21032012～

PapersAnalyzing Consumers’ Shopping Behavior Using RFID Data and Pattern MiningT. Nakahara;K. YadaAdvances in Data Analysis and ClassificationVol. 6, Issue 5 pp.355-3652012～

PapersAnalysis of Residence Time in Shopping using RFID Data –An application of the Kernel Density Estimation to RFIDS. Miayazaki;T. Washio;K. YadaIEEE International Workshop on Data Mining for Service 2011 (DMS 2011), in conjunction with ICDM 2011, IEEE CSpp.1170-11762011/12～

Academic presentationClockwise and Anti-clockwise Direction of Customer Orientation in a Supermarket: Evidence from RFID DataOtherM. Kholod;K. Takai;K. YadaProc. of KES 2011, Knowledge-Based and Intelligent Information and Engineering　Systems, Lecture Notes In Artificial Intelligence(LNAI) 6883pp.304-3092011/9/13～Kaiserslautern, Germany

PapersExtraction of Customer Potential Value Using Unpurchased Items and In-Store MovementOtherT. Nakahara;K. YadaProc. of KES 2011, Knowledge-Based and Intelligent Information and Engineering　Systems, Lecture Notes In Artificial Intelligence(LNAI) 6883pp.295-3032011/9～

PapersClockwise and Anti-clockwise Direction of Customer Orientation in a Supermarket: Evidence from RFID DataOtherM. Kholod;K. Takai;K. YadaProc. of KES 2011, Knowledge-Based and Intelligent Information and Engineering　Systems, Lecture Notes In Artificial Intelligence(LNAI) 6883pp.304-3092011/9～

Academic presentationA Framework of Shopping Path ResearchUnrefereedOtherCo-authorYADA,Katsutoshi2011/1/27～

PapersString Analysis Technique for Shopping Path in a SupermarketK. YadaJournal of Intelligent Information SystemsVol.36, No.3, pp.385-4022011～

PapersShopping Path Modeling Using a Transition Matrix Compression AlgorithmX. Ding;K.YadaEmerging Intelligent Technologies in Industry, Springer-Verlagpp.329-3392011～

PapersFinding Latent Groups of Customers via the Poisson Mixture Regression ModelOtherK. Takai;K. YadaProc. of 2011 IEEE Conference on System, Man and Cybernetics, IEEE Presspp.3603-36082011～

PapersEvaluation of the Shopping Path to Distinguish Customers Using a RFID DatasetT. Nakahara;K. YadaInternational Journal of Organizational and Collective IntelligenceVol.2, No.4, pp.1-142011～

PapersDecision Support System for Policy Making during a Financial CrisisOtherK. Yada;K. IchikawaProc. of IEEE GrC2011pp.756-7602011～

PapersExtracting Promising Sequential Patterns from RFID Data Using the LCM SequenceOtherT. Nakahara;T. Uno;K. YadaProceedings of KES 2010, Knowledge-Based and Intelligent Information and Engineering　Systems, Lecture Notes In Artificial Intelligence(LNAI) 6278pp.244-2532010/9～

PapersRelation between stay-time and purchase probability with RFID data in a Japanese supermarketOtherKeiji Takai;Katsutoshi YadaProceedings of KES 2010, Knowledge-Based and Intelligent Information and Engineering Systems, Lecture Notes In Artificial Intelligence (LNAI) 6278pp.254-2632010/9～

PapersThe Influence of Shopping Path Length on Purchase Behavior in Grocery StoreOtherM. Kholod;T. Nakahara;H. Azuma;K. YadaProceedings of KES 2010, Knowledge-Based and Intelligent Information and Engineering Systems, Lecture Notes In Artificial Intelligence (LNAI) 6278pp. 273-2802010/9～

PapersDevelopment of Data Mining Platform MUSASHI Towards Service ComputingK. Ichikawa;K. Yada;T. Washio2010 IEEE International Conference on Granular Computing (GrC)pp.235-2402010/8～

PapersModeling deposit outflow in financial crises: application to branch management and customer relationship managementIn refereedCo-authorYADA Katsutoshi;T. Washio;Y. UkaiInternational Journal of Advanced Intelligence ParadigmsVol.2, No.2/3, pp.254-2702010～English

PapersModeling deposit outflow in financial crises: application to branch management and customer relationship managementK. Yada;T. Washio;Y. UkaiInternational Journal of Advanced Intelligence ParadigmsVol.2, No.2/3, pp.254-2702010～

Academic presentationRelation between stay-time and purchase probability with RFID data in a Japanese supermarketOtherKeiji Takai;Katsutoshi YadaProceedings of KES 2010, Knowledge-Based and Intelligent Information and Engineering Systems, Lecture Notes In Artificial Intelligence (LNAI) 6278pp.254-2632010～Cardiff, UK

PapersAdvertising Carryover Effects and Optimal Budget AllocationIn refereedOtherCo-authorYADA Katsutoshi;K. Ichikawa;N. Nakachi;T. WashioProc. of KES 2009LNAI 5712, pp.270-2772009/9/28～KES 2009Santiago, ChileEnglish

PapersAdvertising Carryover Effects and Optimal Budget AllocationOtherK. Ichikawa;K.Yada;N. Nakachi;T. WashioProc. of KES 2009, LNAI 5712pp.270-2772009/9/28～Santiago, Chile

PapersData Mining for Design and MarketingIn refereedCo-authorYADA Katsutoshi;Y.Ohsawa (eds.);K.Yada (eds.)CRC Press2009～English

PapersModeling Bank Runs in Financial CrisesIn refereedCo-authorK.Yada;T.Washio;Y.Ukai;H.NagaokaThe Review of Socionetwork StrategiesVol.3, No.1, pp.19-312009～English

PapersSpecial issue on chance discovery –Discovery of Significant events for decision makingY. Ohsawa;K. YadaInformation SciencesVol.179, Issue 11, pp.1567-15692009～

PapersCharacter String Analysis and Customer Path in Stream DataIn refereedOtherYADA KatsutoshiProc. of IEEE International Workshop on Data Mining for Design and Marketing 2008 (DMDM 2008), in conjunction with 8th IEEE International Conference on Data Mining (ICDM 2008), IEEE CSpp.829-8362008/12～IEEE International Workshop on Data Mining for Design and Marketing 2008 (DMDM 2008), in conjunction with 8th IEEE International Conference on Data Mining (ICDM 2008)English

PapersA Bank Run Model in Financial CrisesIn refereedOtherCo-authorYADA Katsutoshi;T. Washio;Y. Ukai;H. NagaokaProc. of KES 2008, Springer-VerlagLNAI 5178, pp.703-7102008～KES 2008English

PapersPricing System for Seeking Optimal Prices in the Diet Foods MarketIn refereedOtherCo-authorYADA Katsutoshi;K.OhnoProc. of 2008 IEEE Conference on System, Man and Cybernetics, IEEE Presspp.3514-35182008～2008 IEEE Conference on System, Man and CyberneticsEnglish

Academic presentationData Mining Application for Time-Series DataYADA Katsutoshi2007/7/20～Joint Conference on Information Sciences 2007EnglishKeynote Speech

Academic presentationBusiness Application and Risk of Data MiningOtherYADA KatsutoshiProc. of International Workshop on Risk Informatics (RI2007)pp.21-292007/6/19～International Workshop on Risk Informatics (RI2007)English

PapersData Mining Technique for Gene Analysis Makes Profits in the SupermarketIn refereedCo-authorYADA Katsutoshi;Y. Hamuro;N. Katoh2007 AMA Winter Educators' Conference Proceedingspp. 122-1292007/2/18～2007 AMA Winter Educators’ ConferenceSan DiegoEnglish

Academic presentationData Mining Technique for Gene Analysis Makes Profits in the SupermarketYADA Katsutoshi2007 AMA Winter Educators’ Conference Proceedingspp. 122-1292007/2/18～2007 AMA Winter Educators’ ConferenceSan DiegoEnglish

PapersIn refereedAcademic JournalCo-author2007～

PapersCODIRO: A New System for obtaining Data Concerning Consumer Behavior Based on Data Factors of High Interest Determined by the AnalystIn refereedAcademic JournalSingle-AuthorYADA KatsutoshiSoft Computing, Springer-VerlagVol.11, No.8, pp. 811-8172007～English

PapersKnowledge Discovery from Click Stream Data and Effective site managementIn refereedCo-authorYADA Katsutoshi;K.OhnoNew Frontiers in Artificial Intelligence, Springer-VerlagLNCS 4384, pp.360-3732007～English

PapersAnalysis on a Relation Between Enterprise Profit and Financial State by Using Data Mining TechniquesIn refereedCo-authorT.Washio;Y.Shinnou;K.Yada;H.Motoda;T. OkadaNew Frontiers in Artificial Intelligence, LNCS 4384, Springer-Verlagpp.305-3162007～English

PapersIs this brand ephemeral? A multivariate tree-based decision analysis of new product sustainabilityIn refereedAcademic JournalYADA Katsutoshi;E.Ip;N.KatohDecision Support Systems, ElsevierVol.44, No.1, pp.223-2342007～English

Keynote addressData Mining Application for Time-Series DataUnrefereedSingle-AuthorYADA Katsutoshi2007～Joint Conference on Information Sciences 2007English

PapersBusiness Application and Risk of Data MiningIn refereedOtherCo-authorYADA Katsutoshi;D. Naito;K. OhnoProc. of International Workshop on Risk Informatics (RI2007)pp.21-292007～International Workshop on Risk Informatics (RI2007)English

PapersLessons Learned from a Case Study on Process Data ManagementOtherYADA KatsutoshiProc. of 2007 IEEE Conference on System, Man and Cybernetics, IEEE Presspp.3530-35342007～

Academic presentationThe River-Rafting System for Knowledge Discovery Related to Persuasion Process Conversation LogsOtherYADA KatsutoshiProc. of IEEE International Workshop on Data Mining for Design and Marketing, in conjunction with 6th IEEE International Conference on Data Mining, IEEE CSpp. 575-5792006/12/18～IEEE International Workshop on Data Mining for Design and Marketing, in conjunction with 6th IEEE International Conference on Data MiningHong KongEnglish

PapersThe River-Rafting System for Knowledge Discovery Related to Persuasion Process Conversation LogsIn refereedCo-authorYADA Katsutoshi;W.SunayamaProc. of IEEE International Workshop on Data Mining for Design and Marketing, in conjunction with 6th IEEE International Conference on Data Mining, IEEE CSpp. 575-5792006/12～English

Academic presentationKnowledge Discovery from the Structure of Persuasive CommunicationOtherYADA KatsutoshiProceedings of 2006 IEEE Conference on System, Man and Cybernetics, IEEE Presspp.1741-17462006/11/9～2006 IEEE Conference on System, Man and CyberneticsTaipeiEnglish

PapersThe Structure of Scenario Communication and Chance DiscoveryIn refereedSingle-AuthorYADA KatsutoshiStudies in Computational Intelligence, Springer-VerlagVol.30, pp.21-362006/10～English

Academic presentationKnowledge Discovery from Click Stream Data and Effective Site ManagementOtherYADA KatsutoshiProc. of the International Workshop on Risk Mining 2006pp. 95-1082006/6/6～International Workshop on Risk Mining 2006TokyoEnglish

Academic presentationAnalysis on a Relation between Enterprise Profit and Financial Sate by Using Data Mining TechniquesOtherYADA KatsutoshiProc. of the International Workshop on Risk Mining 2006pp. 35-452006/6/6～International Workshop on Risk Mining 2006TokyoEnglish

PapersConsumer Behavior Analysis by Graph Mining TechniqueIn refereedAcademic JournalCo-authorYADA Katsutoshi;H.Motoda;T.Washio;A.MiyawakiNew Mathematics and Natural Computation, World ScientificVol.2, No.1, pp.59-682006～English

PapersUnrefereedIn-house publicationSingle-AuthorYADA,Katsutoshi2006～

PapersDoes Web Log Data Reveal Consumer Behavior? The Case of Analysis for an Internet MallIn refereedOtherCo-authorYADA Katsutoshi;N.Matsumura;K.Ohno;H.TamuraProc. of the Annual Conference of the Academy of Marketing Science, Academy of Marketing ScienceVol.24, pp.256-2622006～Annual Conference of the Academy of Marketing ScienceEnglish

PapersUnrefereedAcademic JournalSingle-AuthorYADA,Katsutoshi2006～

PapersKnowledge Discovery from the Structure of Persuasive CommunicationIn refereedCo-authorYADA Katsutoshi;N.MatsumuraProc. of 2006 IEEE Conference on System, Man and Cybernetics, IEEE Presspp.1741-17462006～2006 IEEE Conference on System, Man and CyberneticsEnglish

PapersThe Practice of an Optimal Pricing Strategy for Maximizing Store Profits Using PRISMIn refereedOtherCo-authorYADA Katsutoshi;K.OhnoProceedings of 2006 IEEE Conference on System, Man and Cybernetics, IEEE Presspp.2121-21262006～2006 IEEE Conference on System, Man and CyberneticsEnglish

PapersOptimum Pricing Strategy for Maximization of Profits and Chance DiscoveryIn refereedOtherCo-authorYADA Katsutoshi;K.YamamotoProc. of 9th International Conference of KES 2005LNAI 3681, pp.1160-11662005/9～KES 2005

PapersA Data Mining for Graph Structure Data Helps to Discover New Knowledge in Consumer Behavior and Makes ProfitsIn refereedOtherCo-authorYADA Katsutoshi;H.Motoda;T.WashioProc. CD of AMS International Retailing Conference 2005, pp.1-172005/6～AMS International Retailing Conference 2005

PapersActive Mining for Structured DataIn refereedAcademic JournalCo-authorJournal of Japanese Society for Artificial IntelligenceVol.20, No.22005/3～Grant-in-Aid for Scientific Research on Priority Areas

PapersThe Future Direction of New Computing Environment for Exabyte Data in the Business WorldIn refereedAcademic JournalCo-authorYADA Katsutoshi;Y.Hamuro;N.Katoh;K.KishiyaProc. of 2005 Symposium on Applications and the Internet (SAINT 2005), IEEE CS2005/2～SAINT 2005EnglishGrant-in-Aid for Scientific Research on Priority Areas

PapersChance Discovery from Consumer Research Using KeyGraphUnrefereedMonographCo-authorYADA Katsutoshi;T.Araki;S.Hamada;N.Matsumura;S.Niwase;Y.OhsawaReadings in Chance Discovery, Advanced Knowledge International2005/2～

CommentaryMUSASHI: System for Knowledge Discovery in Large Business DataUnrefereedAcademic JournalCo-authorYADA Katsutoshi;Yukinobu Hamuro;Naoki Katoh;Takashi WashioJournal of the Japanese Society for Artifical IntelligenceVol.20, No.1, pp.59-662005/1～Grant-in-Aid for Scientific Research on Priority Areas

Academic presentationWhat Effect does a Crisis Have on Consumer Behavior?: The Example of a food Poisoning Incident in JapanIn refereedCo-authorYADA Katsutoshi;T.Arakin;D.Fujishima#3472004/6/18～European Applied Business Research Conference 2004English

BookUnrefereedMonographSingle-AuthorYADA,Katsutoshi2004～

PapersKnowledge Discovery Process and Introduction of Domain KnowledgeUnrefereedMonographSingle-AuthorYADA KatsutoshiIRM Presspp.86-982004～EnglishGrant-in-Aid for Scientific Research on Priority Areas

PapersConsumer Behavior Analysis by Graph Mining TechniqueIn refereedOtherCo-authorYADA Katsutoshi;H.Motoda;T.Washio;A.MiyawakiProc. of KES 2004 (invited session on Chance Discovery), SpringerLNAI32142004～EnglishGrant-in-Aid for Scientific Research on Priority Areas

Academic presentationCrisis and Consumer BehaviorOtherCo-authorFUJISHIMA Daisuke;ARAKI Takaharu;YADA KatsutoshiThe Japanese Society for Artificial Intelligence2003/1～The 51st Artificial Intelligence Foundation Study MeetingIn this paper we present the implication of risk management to analyze the situation of crisis in detail based on consumer behavior. We discuss about the case of milk poisoning in Japan to grasp the individual consumer behavior by making use of FSP data to discover new knowledge.

Academic presentationChance Discovery from Image of Consumer using Key GraphOtherCo-authorNIWASE Seiko;HAMADA Saori;ARAKI Takaharu;MATSUMURA Naohiro;OSAWA Takao;YADA KatsutoshiThe Japanese Society for Artificial Intelligence2003/1～The 51st Aritificial Intelligence Foundation Study MeetingWe present a methology to understand consumer behavior by constructing the research process so as to integrate qualitative and quantitative analysis. This paper briefly describes text mining process using KeyGraph for extracting key factors of drug store image.

BookUnrefereedMonographCo-author2003～

PapersData Mining Oriented CRM Systems Based on MUSASHI: C-MUSASHIIn refereedOtherCo-authorYADA KatsutoshiProc. of Second International Workshop on Active Mining (AM2003) in conjunction with 14th International Symposium on Methodologies for Intelligent Systems (ISMIS2003)pp.52-612003～ISMIS2003

PapersBusiness Application for Sales Transaction Data by Using Genome Analysis TechnologyIn refereedOtherCo-authorYADA Katsutoshi;Naoki Katoh;Yukinobu HamuroProc. of 6th International Conference of Discovery Science 2003LNAI 2843, pp. 208-2192003～Discovery Science 2003

PapersKnowledge Discovery Process from Sales DataIn refereedOtherSingle-AuthorYADA KatsutoshiProceedings of the 2003 Information Resource Management Association International Conferencepp.684-6872003～

PapersCombining Information Fusion with String Pattern Analysis: A New Method for Predicting Future Purchase BehaviorIn refereedAcademic JournalCo-authorYADA Katsutoshi;Yukinobu Hamuro;Naoki Katoh;Eddie IpSpringer, Information Fusion in Data Mining, Studies in Fuzziness and Soft ComputingVol.123, pp.161-1872003～

CommentaryUnrefereedMonographSingle-Author2003～Kansai University Grant-in-Aid for the Faculty Joint Research Program

Academic presentationCustomer Attrition Analysis in SupermarketIn refereedOtherCo-authorYADA Katsutoshi2003～International Business & Economic Research Conference 2003 (IBER 2003)

LectureUnrefereedOtherCo-authorYADA,Katsutoshi2003～

PapersUnrefereedMonographSingle-AuthorYADA,Katsutoshi2003～

PapersMUSASHI:Flexible and Efficient Data Preprocessing Tool for KDD based on XMLIn refereedOtherCo-authorYADA KatsutoshiProceedings of the First International Workshop on Data Cleaning and Preprocessingpp.38-492002/12～ICDM2002EnglishGrant-in-Aid for Scientific Research on Priority Areas

PapersA Neural Network Application to Identify High-Value Customer for a Large Retail Store in JapanMonographCo-authorYADA KatsutoshiIdea Group Publishing2002～English

PapersDiscovering association strength among brand loyalties from purchase historyOtherCo-authorYADA Katsutoshi2001 IEEE International Symp. on Industrial Electronics2001/6～English

PapersEffective coupon distribution method that used client dataOtherCo-authorYADA KatsutoshiTokyo economic information publication2001～

PapersKnowledge discovery from management dataIn refereedIn-house publicationCo-authorYADA KatsutoshiNational economy magazine2001～

PapersA Machine Learning Algorithm for Analyzing String Patterns Helps to Discover Simple and Interpretable Business Rules from Purchase HistoryIn refereedAcademic JournalCo-authorYADA KatsutoshiSpringer-Verlag, Progresses in Discovery Sciencepp.565-5752001～English

PapersEarly detection of the ROYAL customer from a new clientMonographCo-authorYADA KatsutoshiESTRELA2001～

PapersA Data Mining System for Managing Customer RelationshipOtherCo-authorYADA Katsutoshi2000/8～2000 Americas Conference on Information SystemsEnglish

PapersThe Discovery of Customer Loyalty from NewcomersOtherCo-authorYADA Katsutoshi2000/6～2000 MIS/OA International ConferenceEnglish

PapersDiscovering Interpretable Rules that Explain Customer Brand Choice BehaviorOtherCo-authorYADA KatsutoshiINFORMS-KORMS Seoul 20002000/6～English

PapersData mining from the purchase record of a clientMonographCo-authorYADA Katsutoshi2000～

PapersApproximation of Optimal Two-Dimensional Association Rules for Categorical Attributes Using Semidefinite ProgrammingIn refereedAcademic JournalCo-authorYADA KatsutoshiLecture Notes in Artificial Intelligence 1721148-1591999～English

PapersThe Future Direction of Data Mining ResearchIn-house publicationSingle-AuthorYADA KatsutoshiJOURNAL OF OSAKA SANGYO UNIVERSITY Social Sciences1998～

PapersCustomer Profiling Makes Profits : How did a Japanese firm achieve competitive advantage through the knowledge creation?In refereedAcademic JournalCo-authorYADA Katsutoshi;Naoki Katoh;Yukinobu Hamuro;Yasuyuki MatsudaThe Practical Application of Knowledge Management 98pp.57-67.1998～English

PapersMining Pharmacy Data Helps to Make ProfitsIn refereedAcademic JournalCo-authorYADA Katsutoshi;Hamuro Y.;Katoh N.;Matsuda N.Data Mining and Knowledge DiscoveryVol.2 No.4, pp.391-398.1998～English

PapersData Mining Oriented System for Business ApplicationsIn refereedOtherCo-authorYADA Katsutoshi;Yukinobu Hamuro;Naoki KatohLecture Notes in Artificial Interlligence 1532pp.441-4421998～English

PapersInformation Systems and Organizational CapabilitiesIn refereedIn-house publicationSingle-AuthorYADA KatsutoshiAnnual Report on Economics and Business AdministrationVol.46, pp.105-158.1996～

PapersString Analysis Technique for Shopping Path in a SupermarketIn refereedYADA KatsutoshiJournal of Intelligent Information SystemsEnglishForthcoming

PapersThe Influence of Customer Movement between Sales Areas on Sales Amount: A Dynamic Bayesian Model of the In-store Customer Movement and Sales RelationshipIn refereedAcademic JournalCo-authorY. Kaneko;S. Miyazaki;K. Yada Procedia Computer ScienceVolume 112 pp1845-1854

YADA, Katsutoshi

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