메뉴 건너뛰기




Volumn 3169 LNAI, Issue , 2005, Pages 1-36

Intelligent techniques for web personalization
[No Author Info available]

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; DATA REDUCTION; DATABASE SYSTEMS; INTELLIGENT CONTROL; LEARNING SYSTEMS; MATHEMATICAL MODELS;

EID: 33645677523     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: None     Document Type: Conference Paper
Times cited : (56)

References (135)
  • 8
    • 23244436749 scopus 로고    scopus 로고
    • On the deployment of web usage mining
    • Berendt, B., Hotho, A., Mladenic, D., van Someren, M., Spiliopolou, M., Stumme, G., eds.: Web Mining: From Web to Semantic Web. Springer-Verlag
    • Anand, S.S., Mulvenna, M., Chevalier, K.: On the deployment of web usage mining. In Berendt, B., Hotho, A., Mladenic, D., van Someren, M., Spiliopolou, M., Stumme, G., eds.: Web Mining: From Web to Semantic Web. LNAI 3209. Springer-Verlag (2004) 23-42
    • (2004) LNAI , vol.3209 , pp. 23-42
    • Anand, S.S.1    Mulvenna, M.2    Chevalier, K.3
  • 10
    • 0000417994 scopus 로고
    • Developments in automatic text retrieval
    • Salton, G.: Developments in automatic text retrieval. Science 253 (1991) 974-980
    • (1991) Science , vol.253 , pp. 974-980
    • Salton, G.1
  • 11
    • 0018015137 scopus 로고
    • Modelling by shortest data description
    • Rissanen, J.: Modelling by shortest data description. Automatica 14 (1978) 465-471
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.1
  • 14
    • 0031103679 scopus 로고    scopus 로고
    • Fab: Content-based, collaborative recommendation
    • Balabanovic, M., Shohan, Y.: Fab: Content-based, collaborative recommendation. Communications of the ACM 40 (1997) 66-72
    • (1997) Communications of the ACM , vol.40 , pp. 66-72
    • Balabanovic, M.1    Shohan, Y.2
  • 16
    • 33645685974 scopus 로고    scopus 로고
    • Improving the performance of recommender systems that use critiquing
    • Intelligent Techniques in Web Personalisation. Springer-Verlag
    • McGinty, L., Smyth, B.: Improving the performance of recommender systems that use critiquing. In: Intelligent Techniques in Web Personalisation. LNAI. Springer-Verlag (2005)
    • (2005) LNAI
    • McGinty, L.1    Smyth, B.2
  • 17
    • 33645693159 scopus 로고    scopus 로고
    • Case-based recommender systems: A unifying view
    • Intelligent Techniques in Web Personalisation Springer-Verlag
    • Lorenzi, F., Ricci, F.: Case-based recommender systems: a unifying view. In: Intelligent Techniques in Web Personalisation. LNAI. Springer-Verlag (2005)
    • (2005) LNAI
    • Lorenzi, F.1    Ricci, F.2
  • 21
    • 0036890574 scopus 로고    scopus 로고
    • Expertclerk: A conversational case-based reasoning tool for developing salesclerk agents in e-commerce webshops
    • Shimazu, H.: Expertclerk: A conversational case-based reasoning tool for developing salesclerk agents in e-commerce webshops. Artificial Intelligence Review 18 (2002) 223-244
    • (2002) Artificial Intelligence Review , vol.18 , pp. 223-244
    • Shimazu, H.1
  • 22
    • 0037252945 scopus 로고    scopus 로고
    • Amazon.com recommendations: Item-to-item collaborative filtering
    • Linden, G., Smith, B., York, J.: Amazon.com recommendations: Item-to-item collaborative filtering. IEEE Internet Computing (2003) 76-80
    • (2003) IEEE Internet Computing , pp. 76-80
    • Linden, G.1    Smith, B.2    York, J.3
  • 25
    • 33645699838 scopus 로고    scopus 로고
    • Ikum: An integrated web personalization platform based on content structures and usage behaviour
    • Intelligent Techniques in Web Personalisation. Springer-Verlag
    • Eirinaki, M., Vlachakis, J., Anand, S.S.: Ikum: An integrated web personalization platform based on content structures and usage behaviour. In: Intelligent Techniques in Web Personalisation. LNCS. Springer-Verlag (2005)
    • (2005) LNCS
    • Eirinaki, M.1    Vlachakis, J.2    Anand, S.S.3
  • 28
    • 0029179043 scopus 로고
    • Social information filtering: Algorithms for automating word of mouth
    • Shardanand, U., Maes, P.: Social information filtering: Algorithms for automating word of mouth. In: Proceedings of CHI. (1995) 210-217
    • (1995) Proceedings of CHI , pp. 210-217
    • Shardanand, U.1    Maes, P.2
  • 30
    • 0033325071 scopus 로고    scopus 로고
    • A framework for collaborative, content-based and demographic filtering
    • Pazzani, M.: A framework for collaborative, content-based and demographic filtering. Artificial Intelligence Review 13 (1999) 393-408
    • (1999) Artificial Intelligence Review , vol.13 , pp. 393-408
    • Pazzani, M.1
  • 31
    • 0002300555 scopus 로고    scopus 로고
    • Lifestyle finder: Intelligent user profiling using large-scale demographic data
    • Krulwich, B.: Lifestyle finder: Intelligent user profiling using large-scale demographic data. AI Magazine 18 (1997) 37-45
    • (1997) AI Magazine , vol.18 , pp. 37-45
    • Krulwich, B.1
  • 32
    • 0028476392 scopus 로고
    • Agents that reduce work and information overload
    • Maes, P.: Agents that reduce work and information overload. Communications of the ACM 37 (1994) 30-40
    • (1994) Communications of the ACM , vol.37 , pp. 30-40
    • Maes, P.1
  • 41
    • 0031104175 scopus 로고    scopus 로고
    • Siteseer: Personalized navigational for the web
    • Rucker, J., Polanco, M.: Siteseer: Personalized navigational for the web. Communications of the ACM 40 (1997) 73-76
    • (1997) Communications of the ACM , vol.40 , pp. 73-76
    • Rucker, J.1    Polanco, M.2
  • 45
    • 0347884273 scopus 로고    scopus 로고
    • Personal web watcher: Implementation and design
    • Department of Intelligent Systems, J. Stefan Institute, Slovenia
    • Mladenic, D.: Personal web watcher: Implementation and design. Technical Report USDP-7472, Department of Intelligent Systems, J. Stefan Institute, Slovenia (1996)
    • (1996) Technical Report , vol.USDP-7472
    • Mladenic, D.1
  • 50
    • 33645688206 scopus 로고    scopus 로고
    • Addressing users' privacy concerns for improving personalization quality: Towards an integration of user studies and algorithm evaluation
    • Intelligent Techniques in Web Personalisation. Springer-Verlag
    • Berendt, B., Teltzrow, M.: Addressing users' privacy concerns for improving personalization quality: Towards an integration of user studies and algorithm evaluation. In: Intelligent Techniques in Web Personalisation. LNAI. Springer-Verlag (2005)
    • (2005) LNAI
    • Berendt, B.1    Teltzrow, M.2
  • 52
    • 0031168547 scopus 로고    scopus 로고
    • Learning and revising user profiles: The identification of interesting web sites
    • Pazzani, M., Billsus, D.: Learning and revising user profiles: The identification of interesting web sites. Machine Learning 27 (1997) 313-331
    • (1997) Machine Learning , vol.27 , pp. 313-331
    • Pazzani, M.1    Billsus, D.2
  • 53
    • 0033365032 scopus 로고    scopus 로고
    • Text-learning and related intelligent agents: A survey
    • Mladenic, D.: Text-learning and related intelligent agents: A survey. IEEE Intelligent Agents (1999) 44-54
    • (1999) IEEE Intelligent Agents , pp. 44-54
    • Mladenic, D.1
  • 54
    • 0003846041 scopus 로고
    • A tutorial on learning with bayesian networks
    • Microsoft Corporation
    • Heckerman, D.: A tutorial on learning with bayesian networks. Technical Report MSR-TR-95-06, Microsoft Corporation (1995)
    • (1995) Technical Report , vol.MSR-TR-95-06
    • Heckerman, D.1
  • 69
    • 33645654346 scopus 로고    scopus 로고
    • User-driven navigation pattern discovery from internet data, web usage analysis and user profiling
    • Masand, B., Spiliopoulou, M., eds.: Web Usage Analysis and User Profiling: Proceedings of the WEBKDD'99 Workshop. Springer-Verlag
    • Baumgarten, M., Buchner, A.G., Anand, S.S., Mulvenna, M.D., Hughes, J.: User-driven navigation pattern discovery from internet data, web usage analysis and user profiling. In Masand, B., Spiliopoulou, M., eds.: Web Usage Analysis and User Profiling: Proceedings of the WEBKDD'99 Workshop. Lecture Notes in Computer Science 1836. Springer-Verlag (2000) 74-91
    • (2000) Lecture Notes in Computer Science , vol.1836 , pp. 74-91
    • Baumgarten, M.1    Buchner, A.G.2    Anand, S.S.3    Mulvenna, M.D.4    Hughes, J.5
  • 70
    • 0033345672 scopus 로고    scopus 로고
    • Unexpectedness as a measure of interestingness in knowledge discovery
    • Padmanabhan, B., Tuzhilin, A.: Unexpectedness as a measure of interestingness in knowledge discovery. Decision Support Systems 27 (1999) 303-318
    • (1999) Decision Support Systems , vol.27 , pp. 303-318
    • Padmanabhan, B.1    Tuzhilin, A.2
  • 72
    • 1242308945 scopus 로고    scopus 로고
    • Selecting the right objective measure for association analysis
    • Tan, P., Kumar, V., Srivastava, J.: Selecting the right objective measure for association analysis. Information Systems 29 (2004) 293-313
    • (2004) Information Systems , vol.29 , pp. 293-313
    • Tan, P.1    Kumar, V.2    Srivastava, J.3
  • 74
    • 0036103365 scopus 로고    scopus 로고
    • Efficient adaptive-support association rule mining for recommender systems
    • Lin, W., Alvarez, S.A., Ruiz, C.: Efficient adaptive-support association rule mining for recommender systems. Data Mining and Knowledge Discovery 6 (2002) 83-105
    • (2002) Data Mining and Knowledge Discovery , vol.6 , pp. 83-105
    • Lin, W.1    Alvarez, S.A.2    Ruiz, C.3
  • 83
    • 0002734008 scopus 로고    scopus 로고
    • Horting hatches an egg: A new graph-theoretic approach to collaborative filtering
    • Aggarwal, C.C., Wolf, J.L., Wu, K., Yu, P.: Horting hatches an egg: A new graph-theoretic approach to collaborative filtering. In: Proceedings of the ACM KDD Conference. (1999) 201-212
    • (1999) Proceedings of the ACM KDD Conference , pp. 201-212
    • Aggarwal, C.C.1    Wolf, J.L.2    Wu, K.3    Yu, P.4
  • 87
    • 33645680577 scopus 로고    scopus 로고
    • Hybrid systems for personalized recommendations
    • Intelligent Techniques in Web Personalisation. Springer-Verlag
    • Burke, R.: Hybrid systems for personalized recommendations. In: Intelligent Techniques in Web Personalisation. LNAI. Springer-Verlag (2005)
    • (2005) LNAI
    • Burke, R.1
  • 88
    • 0000358050 scopus 로고    scopus 로고
    • A personlized television listing service
    • Smyth, B., Cotter, P.: A personlized television listing service. Communication of the ACM 43 (2000) 107-111
    • (2000) Communication of the ACM , vol.43 , pp. 107-111
    • Smyth, B.1    Cotter, P.2
  • 90
    • 23144465959 scopus 로고    scopus 로고
    • Semantically enhanced collaborative filtering on the web
    • Berendt, B., Hotho, A., Mladenic, D., van Someren, M., Spiliopolou, M., Stumme, G., eds.: Web Mining: From Web to Semantic Web. Springer-Verlag
    • Mobasher, B., Jin, X., Zhou, Y.: Semantically enhanced collaborative filtering on the web. In Berendt, B., Hotho, A., Mladenic, D., van Someren, M., Spiliopolou, M., Stumme, G., eds.: Web Mining: From Web to Semantic Web. LNAI 3209. Springer-Verlag (2004)
    • (2004) LNAI , vol.3209
    • Mobasher, B.1    Jin, X.2    Zhou, Y.3
  • 92
    • 0002549585 scopus 로고    scopus 로고
    • Eigentaste: A constant time collaborative filtering algorithm
    • Goldberg, K., Roeder, T., Gupta, D., Perkins, C.: Eigentaste: A constant time collaborative filtering algorithm. Information Retrieval 4 (2001) 133-151
    • (2001) Information Retrieval , vol.4 , pp. 133-151
    • Goldberg, K.1    Roeder, T.2    Gupta, D.3    Perkins, C.4
  • 93
    • 85132303221 scopus 로고    scopus 로고
    • Feature weighting and instance selection for collaborative filtering: An information-theoretic approach
    • Yu, K., Xu, X., Ester, M., Kriegel, H.P.: Feature weighting and instance selection for collaborative filtering: An information-theoretic approach. Knowledge and Information Systems 5 (2003)
    • (2003) Knowledge and Information Systems , vol.5
    • Yu, K.1    Xu, X.2    Ester, M.3    Kriegel, H.P.4
  • 94
    • 84958760418 scopus 로고    scopus 로고
    • Rectree: An efficient collaborative filtering method
    • Carrol, J.M., ed.: Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery. Springer-Verlag
    • Chee, S.H.S., Han, J., Wang, K.: Rectree: An efficient collaborative filtering method. In Carrol, J.M., ed.: Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery. LNCS 2114. Springer-Verlag (2001) 141-151
    • (2001) LNCS , vol.2114 , pp. 141-151
    • Chee, S.H.S.1    Han, J.2    Wang, K.3
  • 95
    • 0042258339 scopus 로고    scopus 로고
    • The effect of singular value decomposition on collaborative filtering
    • Dartmouth College
    • Pryor, M.H.: The effect of singular value decomposition on collaborative filtering. Dartmouth College, Computer Science Technical Report PCS-TR98-338 (1998)
    • (1998) Computer Science Technical Report , vol.PCS-TR98-338
    • Pryor, M.H.1
  • 98
    • 33645681339 scopus 로고    scopus 로고
    • Scaling down candidate sets based on the temporal feature of items for improved hybrid recommendations
    • Intelligent Techniques in Web Personalisation. Springer-Verlag
    • Tang, T., Winoto, P., Chan, K.C.C.: Scaling down candidate sets based on the temporal feature of items for improved hybrid recommendations. In: Intelligent Techniques in Web Personalisation. LNCS. Springer-Verlag (2005)
    • (2005) LNCS
    • Tang, T.1    Winoto, P.2    Chan, K.C.C.3
  • 99
    • 0003034904 scopus 로고    scopus 로고
    • Personalization and privacy
    • Volokh, E.: Personalization and privacy. Communication of the ACM 43 (2000) 84-88
    • (2000) Communication of the ACM , vol.43 , pp. 84-88
    • Volokh, E.1
  • 105
    • 0034514379 scopus 로고    scopus 로고
    • Out of context: Computer systems that adapt to, and learn from, context
    • Lieberman, H., Selker, T.: Out of context: Computer systems that adapt to, and learn from, context. IBM Systems Journal 39 (2000) 617-632
    • (2000) IBM Systems Journal , vol.39 , pp. 617-632
    • Lieberman, H.1    Selker, T.2
  • 107
    • 1842586819 scopus 로고    scopus 로고
    • A road map to more effective web personalization: Integrating domain knowledge with web usage mining
    • Dai, H., Mobasher, B.: A road map to more effective web personalization: Integrating domain knowledge with web usage mining. In: Proceedings of the International Conference on Internet Computing. (2003) 58-64
    • (2003) Proceedings of the International Conference on Internet Computing , pp. 58-64
    • Dai, H.1    Mobasher, B.2
  • 108
    • 0346961206 scopus 로고    scopus 로고
    • Application of web usage mining and product taxonomy to collaborative recommendations in e-commerce
    • Cho, Y., Kim, J.: Application of web usage mining and product taxonomy to collaborative recommendations in e-commerce. Expert Systems with Applications 26 (2004) 233-246
    • (2004) Expert Systems with Applications , vol.26 , pp. 233-246
    • Cho, Y.1    Kim, J.2
  • 111
    • 0001673996 scopus 로고    scopus 로고
    • A comparison of event models for naïve bayes text classification
    • Technical Report WS-98-05, AAAI Press
    • McCallum, A., Nigam, K.: A comparison of event models for naïve bayes text classification. In: AAAI/ICML-98 Workshop on Learning for Text Categorization, Technical Report WS-98-05, AAAI Press (1998)
    • (1998) AAAI/ICML-98 Workshop on Learning for Text Categorization
    • McCallum, A.1    Nigam, K.2
  • 114
    • 33645683356 scopus 로고    scopus 로고
    • Wikipedia: The free encyclopedia. http:\\en.wikipedia.org\wiki\Main_Page (2000)
    • (2000) The Free Encyclopedia
  • 129
    • 0002731035 scopus 로고    scopus 로고
    • Learning collaborative information filters
    • D.Billsus, Pazzani, M.J.: Learning collaborative information filters. In: Proceedings of ICML. (1998) 46-53
    • (1998) Proceedings of ICML , pp. 46-53
    • Billsus, D.1    Pazzani, M.J.2
  • 130
  • 131
    • 0000746402 scopus 로고    scopus 로고
    • Recommendation as classification: Using social and content-based information in recommendation
    • Basu, C., Hirsh, H., Cohen, W.: Recommendation as classification: Using social and content-based information in recommendation. In: Proceedings of the Recommender System Workshop. (1998) 11-15
    • (1998) Proceedings of the Recommender System Workshop , pp. 11-15
    • Basu, C.1    Hirsh, H.2    Cohen, W.3
  • 134
    • 0343081513 scopus 로고    scopus 로고
    • Reduction techniques for instance-based learning algorithms
    • Wilson, D., Martinez, T.R.: Reduction techniques for instance-based learning algorithms. Machine Learning 38 (1997) 257-286
    • (1997) Machine Learning , vol.38 , pp. 257-286
    • Wilson, D.1    Martinez, T.R.2
  • 135
    • 0031071741 scopus 로고    scopus 로고
    • Igtree: Using trees for compression and classification in lazy learning algorithms
    • Daelemans, W., van den Bosch, A., Weijters, T.: Igtree: Using trees for compression and classification in lazy learning algorithms. Artificial Intelligence Review 11 (1997) 407-423
    • (1997) Artificial Intelligence Review , vol.11 , pp. 407-423
    • Daelemans, W.1    Van Den Bosch, A.2    Weijters, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.