Personalized Configuration

Knowledge-Based Configuration: From Research to Business Cases

Volumn , Issue , 2014, Pages 167-179

  Tiihonen, Juha ^a   Felfernig, Alexander ^b   Mandl, Monika ^b  

^a AALTO UNIVERSITY   (Finland)

^b GRAZ UNIVERSITY OF TECHNOLOGY   (Austria)

Author keywords

Knowledge based Configuration; Personalized Diagnosis; Personalized Repairs; Recommendation Techniques; Recommender Systems; Result Ranking

Indexed keywords

RECOMMENDER SYSTEMS;

ATTRIBUTE VALUES; CONFIGURATOR; INTELLIGENT TECHNIQUES; KNOWLEDGE BASED; PRODUCT ASSORTMENT; RECOMMENDATION TECHNIQUES; RECOMMENDATION TECHNOLOGIES; RESULT RANKING;

KNOWLEDGE BASED SYSTEMS;

EID: 84902219072     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1016/B978-0-12-415817-7.00013-X     Document Type: Chapter

References (36)

1. Bagley C., Felfernig A., Tiihonen J., Wortley L., Hotz L. Benefits of configuration systems. Knowledge-based Configuration - From Research to Business Cases 2014, 29-33. Morgan Kaufmann Publishers, Waltham, MA, (Chapter 4). A. Felfernig, L. Hotz, C. Bagley, J. Tiihonen (Eds.).
2. Barker V., O'Connor D., Bachant J., Soloway E. Expert systems for configuration at digital: XCON and beyond. Communications of the ACM 1989, 32(3):298-318.
3. Bettman J., Luce M., Payne J. Constructive consumer choice processes. Journal of Consumer Research 1998, 25(3):187-217.
4. Cöster C., Gustavsson A., Olsson R., Rudström A. Enhancing web-based configuration with recommendations and cluster-based help. AH'02 Workshop on Recommendation and Personalized in e-Commerce 2002, 30-40. Universidad de Málaga, Málaga, Spain. R. Francesco, S. Barry (Eds.).
5. Falkner A., Felfernig A., Haag A. Recommendation technologies for configurable products. AI Magazine 2011, 32(3):99-108.
6. Felfernig A., Friedrich G., Jannach D., Zanker M. An integrated environment for the development of knowledge-based recommender applications. International Journal of Electronic Commerce (IJEC) 2006, 11(2):11-34.
7. Felfernig A., Gula B., Leitner G., Maier M., Melcher R., Teppan E. Persuasion in knowledge-based recommendation. Lecture Notes in Computer Science 2008, vol. 5033:71-82. Springer, Oulu, Finland. H. Oinas-Kukkonen, P.F.V. Hasle, M. Harjumaa, K. Segerståhl, P. Øhrstrøm (Eds.).
8. Felfernig A., Schubert M., Friedrich G., Mandl M., Mairitsch M., Teppan E. Plausible repairs for inconsistent requirements. 21st International Joint Conference on Artificial Intelligence (IJCAI'09). Pasadena, CA, USA 2009, 791-796.
9. Felfernig A., Mandl M., Tiihonen J., Schubert M., Leitner G. Personalized user interfaces for product configuration. 15th ACM International Conference on Intelligent User Interfaces (IUI'2010) 2010, 317-320. ACM, Hong Kong, China. C. Rich, Q. Yang, M. Cavazza, M.X. Zhou (Eds.).
10. Felfernig A., Schippel S., Leitner G., Reinfrank F., Isak K., Mandl M., Blazek P., Ninaus G. Automated repair of scoring rules in constraint-based recommender systems. AI Communications 2013, 26(2):15-27.
11. Felfernig A., Schubert M., Reiterer S. Personalized diagnosis for over-constrained problems. 23rd International Conference on Artificial Intelligence. Peking, China 2013, 1990-1996.
12. Felfernig A., Reiterer S., Reinfrank F., Ninaus G., Jeran M. Conflict detection and diagnosis in configuration. Knowledge-based Configuration - From Research to Business Cases 2014, 73-87. Morgan Kaufmann Publishers, Waltham, MA, (Chapter 7). A. Felfernig, L. Hotz, C. Bagley, J. Tiihonen (Eds.).
13. Geneste L., Ruet M. Experience-based configuration. 17th International Conference on Artificial Intelligence, Workshop on Configuration. Seattle, WA 2001, 45-49.
14. Heiskala M., Paloheimo K.-S., Tiihonen J. Mass customization with configurable products and configurators: a review of benefits and challenges. Mass customization information systems in business 2007, 1-32. IGI Global, (Chapter 1). 1st ed.
15. Hotz L., Felfernig A., Stumptner M., Ryabokon A., Bagley C., Wolter K. Configuration knowledge representation and reasoning. Knowledge-based Configuration - From Research to Business Cases 2014, 41-72. Morgan Kaufmann Publishers, Waltham, MA, (Chapter 6). A. Felfernig, L. Hotz, C. Bagley, J. Tiihonen (Eds.).
16. Huber J., Payne W., Puto C. Adding asymmetrically dominated alternatives: violations of regularity and the similarity hypothesis. Journal of Consumer Research 1982, 9(1):90-98.
17. Huffman C., Kahn B. Variety for sale: mass customization or mass confusion. Journal of Retailing 1998, 74(4):491-513.
18. Jacoby J., Speller D., Kohn C. Brand choice behavior as a function of information load. Journal of Marketing Research 1974, 11(1):63-69.
19. Kivetz R., Simonson I. The effects of incomplete information on consumer choice. Journal of Marketing Research 2000, 37(4):427-448.
20. Kolodner J. Case-Based Reasoning 1993, Morgan Kaufmann, Waltham, MA.
21. Mackworth A. Consistency in networks of relations. Artificial Intelligence 1977, 8(1):99-118.
22. Malhotra N.K. Information load and consumer decision making. Journal of Consumer Research 1982, 8(4):419-430.
23. Mandl M., Felfernig A., Teppan E. Consumer decision making and configuration systems. Knowledge-based Configuration - From Research to Business Cases 2014, 181-190. Morgan Kaufmann Publishers, Waltham, MA, (Chapter 14). A. Felfernig, L. Hotz, C. Bagley, J. Tiihonen (Eds.).
24. McSherry D. Similarity and compromise. 5th International Conference on Case-Based Reasoning (ICCBR-03) 2003, 291-305. Springer Verlag, Trondheim, Norway. K.D. Ashley, D. Bridge (Eds.).
25. McSherry D. Maximally successful relaxations of unsuccessful queries. 15th Irish Conference on Artificial Intelligence and Cognitive Science (AICS-04) Sep. 2004, 127-136. UCD, Galway, Ireland. M. Lorraine, C. Brian (Eds.).
26. McSherry D. Incremental nearest neighbour with default preferences. 16th Irish Conference on Artificial Intelligence and Cognitive Science (AICS-05) August 2005, 9-18. University of Ulster, Portstewart, Northern Ireland. C. Norman (Ed.).
27. Nica I., Wotawa F., Ochenbauer R., Schober C., Hofbauer H., Boltek S. Kapsch: reconfiguration of mobile phone networks. Knowledge-based Configuration - From Research to Business Cases 2014, 229-240. Morgan Kaufmann Publishers, Waltham, MA, (Chapter 19). A. Felfernig, L. Hotz, C. Bagley, J. Tiihonen (Eds.).
28. O'Sullivan B., Papadopoulos A., Faltings B., Pu P. Representative explanations for over-constrained problems. Twenty-Second AAAI Conference on Artificial Intelligence (AAAI-07) 2007, 323-328. AAAI Press, Vancouver, Canada. R.C. Holte, A.E. Howe (Eds.).
29. Piller F.T., Blazek P. Core capabilities of sustainable mass customization. Knowledge-based Configuration - From Research to Business Cases 2014, 107-120. Morgan Kaufmann Publishers, Waltham, MA, (Chapter 9). A. Felfernig, L. Hotz, C. Bagley, J. Tiihonen (Eds.).
30. Pine B.J. Mass customization: The New Frontier in Business Competition 1993, Harvard Business School Press.
31. Stumptner M. An overview of knowledge-based configuration. AI Communications 1997, 10(2):111-126.
32. Tiihonen J., Felfernig A. Towards recommending configurable offerings. International Journal of Mass Customization 2010, 3(4):389-406.
33. Tsang E. Foundations of Constraint Satisfaction 1993, Academic Press, London, San Diego, New York.
34. Tseng M., Jiao J. Mass customization. Handbook of Industrial Engineering 2001, 684-709. Wiley, New York, (Chapter 25). 3rd ed. G. Salvendy (Ed.).
35. Wilson D., Martinez T. Improved heterogenous distance functions. Journal of Artificial Intelligence Research 1997, 6:1-34.
36. Winterfeldt D., Edwards W. Decision Analysis and Behavioral Research 1986, Cambridge University Press, Cambridge.