{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T01:09:53Z","timestamp":1775610593507,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":112,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540720782","type":"print"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-72079-9_2","type":"book-chapter","created":{"date-parts":[[2007,5,14]],"date-time":"2007-05-14T09:40:58Z","timestamp":1179135658000},"page":"54-89","source":"Crossref","is-referenced-by-count":278,"title":["User Profiles for Personalized Information Access"],"prefix":"10.1007","author":[{"given":"Susan","family":"Gauch","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mirco","family":"Speretta","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aravind","family":"Chandramouli","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alessandro","family":"Micarelli","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"2_CR1","unstructured":"The Acxiom Corporatio, http:\/\/www.acxiom.com\/ (last access on February 2006)"},{"key":"2_CR2","doi-asserted-by":"crossref","unstructured":"Adar, E., Karger, D.: Haystack: Per-User Information Environments. In: Proceedings of the 8th International Conference on Information Knowledge Management (CIKM), Kansas City, Missouri, November 2-6, pp. 413-422 (1999)","DOI":"10.1145\/319950.323231"},{"key":"2_CR3","unstructured":"Altavista search engine, http:\/\/www.altavista.com\/ (last access on October 2005)"},{"key":"2_CR4","unstructured":"Asnicar, F., Tasso, C.: ifWeb: A Prototype of User Model-Based Intelligent Agent for Documentation Filtering and Navigation in the World Wide Web. In: Proceedings of the 6th International Conference on User Modeling, Chia Laguna, Sardinia, Italy, June 2-5, pp. 3-11 (1997)"},{"issue":"3","key":"2_CR5","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1145\/245108.245124","volume":"40","author":"M. Balabanovic","year":"1997","unstructured":"Balabanovic, M., Shoham, Y.: Fab: Content-Based Collaborative Recommendation. Communications of the ACM\u00a040(3) March, 66\u201372 (1997)","journal-title":"Communications of the ACM"},{"key":"2_CR6","doi-asserted-by":"crossref","unstructured":"Barrett, R., Maglio, P., Kellem, D.C.: How to Personalize the Web. In: Proceedings of the SIGCHI conference on Human factors in computing systems, Atlanta, March 22-27, pp. 75-82 (1997)","DOI":"10.1145\/258549.258595"},{"issue":"5","key":"2_CR7","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1038\/scientificamerican0501-34","volume":"284","author":"T. Berners-Lee","year":"2001","unstructured":"Berners-Lee, T., Hendler, J., Lassila, O.: The Semantic Web. Scientific American\u00a0284(5), 34\u201343 (2001)","journal-title":"Scientific American"},{"key":"2_CR8","first-page":"433","volume-title":"Proceedings of AAAI 96, IAAA 96, vol. 1","author":"E. Bloedorn","year":"1996","unstructured":"Bloedorn, E., Mani, I., MacMillan, T.R.: Machine Learning of User Profiles: Representational Issues. In: Proceedings of AAAI 96, IAAA 96, vol. 1, Portland, Oregon, August 4-8, pp. 433\u2013438. AAAI Press, Menlo Park (1996)"},{"key":"2_CR9","doi-asserted-by":"crossref","unstructured":"Chaffee, J., Gauch, S.: Personal Ontologies for Web Navigation. In: Proceedings of the 9th International Conference On Information Knowledge Management (CIKM), Washington, DC, November 6-11, pp. 227-234 (2000)","DOI":"10.1145\/354756.354823"},{"key":"2_CR10","unstructured":"Challam, V., Gauch, S.: Contextual Information Retrieval Using Ontology Based User Profiles. In: ACM Transactions on Internet Technologies (pending)"},{"key":"2_CR11","doi-asserted-by":"crossref","unstructured":"Chan, K.P.: A Non-Invasive Learning Approach to Building User Web Profiles. In: Proceedings of the KDD-99 Workshop on Web Usage Analysis and User Profiling, San Diego, August 15-18, pp. 39-55 (1999), http:\/\/citeseer.ist.psu.edu\/chan99noninvasive.html (last access on October 2006)","DOI":"10.1007\/3-540-44934-5_3"},{"key":"2_CR12","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1007\/3-540-44934-5_3","volume-title":"Web Usage Analysis and User Profiling","author":"K.P. Chan","year":"2000","unstructured":"Chan, K.P.: Constructing Web User Profiles: A Non-Invasive Learning Approach. In: Masand, B., Spiliopoulou, M. (eds.) Web Usage Analysis and User Profiling. LNCS (LNAI), vol.\u00a01836, pp. 39\u201355. Springer, Heidelberg (2000)"},{"key":"2_CR13","doi-asserted-by":"crossref","unstructured":"Chen, L., Sycara, K.: A Personal Agent for Browsing and Searching. In: Proceedings of the 2nd International Conference on Autonomous Agents, Minneapolis\/St. Paul, May 9-13, pp. 132-139 (1998)","DOI":"10.1145\/280765.280789"},{"key":"2_CR14","unstructured":"Chen, Y.-S., Shahabi, C.: Automatically improving the accuracy of user profiles with genetic algorithm. In: Proceedings of IASTED International Conference on Artificial Intelligence and Soft Computing, Cancun, Mexico, May 21-24, pp. 283-288 (2001)"},{"issue":"2-3","key":"2_CR15","doi-asserted-by":"publisher","first-page":"173","DOI":"10.1023\/A:1013629527840","volume":"18","author":"C. Chen","year":"2002","unstructured":"Chen, C., Chen, M., Sun, Y.: PVA: A. self-adaptive Personal View Agent. Journal of Intelligent Information Systems\u00a018(2-3), 173\u2013194 (2002)","journal-title":"Journal of Intelligent Information Systems"},{"key":"2_CR16","doi-asserted-by":"crossref","unstructured":"Chesnais, P., Mucklo, M., Sheena, J.: The Fishwrap Personalized News System. In: Proceedings of IEEE 2nd International Workshop on Community Networking: Integrating Multimedia Services to the Home, Princeton, NJ, June 20-22, pp. 275-282 (1995)","DOI":"10.1109\/CN.1995.509583"},{"key":"2_CR17","unstructured":"Chien, W.: Learning Query Behavio. In: the Haystack System. Master\u2019s thesis, MIT (June 2000)"},{"issue":"1","key":"2_CR18","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1007\/s007990050035","volume":"2","author":"B. Crabtree","year":"1998","unstructured":"Crabtree, B., Soltysiak, S.: Identifying and Tracking Changing Interests. International Journal on Digital Libraries\u00a02(1), 38\u201353 (1998)","journal-title":"International Journal on Digital Libraries"},{"key":"2_CR19","unstructured":"The DARPA Agent Markup Language Homepage, http:\/\/www.daml.org\/ (last access on October 2005)"},{"issue":"6","key":"2_CR20","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9","volume":"41","author":"S. Deerwester","year":"1990","unstructured":"Deerwester, S., Dumais, S., Furnas, G., Landauer, T.K., Harshman, R.: Indexing by Latent Semantic Analysis. Journal of the American Society for Information Science\u00a041(6), 391\u2013407 (1990)","journal-title":"Journal of the American Society for Information Science"},{"key":"2_CR21","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"697","DOI":"10.1007\/978-3-540-72079-9_23","volume-title":"The Adaptive Web: Methods and Strategies of Web Personalization","author":"P. Dolog","year":"2007","unstructured":"Dolog, P., Nejdl, W.: Semantic Web Technologies for the Adaptive Web. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web: Methods and Strategies of Web Personalization. LNCS, vol.\u00a04321, pp. 697\u2013719. Springer, Heidelberg (2007)"},{"key":"2_CR22","first-page":"72","volume-title":"Proceedings of the 26th annual international ACM SIGIR conference on Research and development in information retrieval","author":"S. Dumais","year":"2003","unstructured":"Dumais, S., Cutrell, E., Cadiz, J.J., Jancke, G., Sarin, R., Robbins, D.C.: Stuff I\u2019ve seen:\u00a0a system for personal information retrieval and re-use. In: Proceedings of the 26th annual international ACM SIGIR conference on Research and development in information retrieval, Toronto, Canada, July 28 - August 01, pp. 72\u201379. ACM, New York (2003)"},{"key":"2_CR23","doi-asserted-by":"publisher","first-page":"256","DOI":"10.1145\/345508.345593","volume-title":"Proceedings of the 23rd ACM International Conference on Research and Development in Information Retrieval","author":"S. Dumais","year":"2000","unstructured":"Dumais, S., Chen, H.: Hierarchical classification of Web content. In: Proceedings of the 23rd ACM International Conference on Research and Development in Information Retrieval, pp. 256\u2013263. ACM Press, New York (2000)"},{"key":"2_CR24","unstructured":"Epinions website, http:\/\/www.epinions.com\/ (last access on February, 2006)"},{"key":"2_CR25","unstructured":"Gasparetti, F.: Adaptive Web Search: User Modeling based on Associative Memory and Multi-Agent Focused Crawling. PhD Thesis, University of Roma Tre (2005)"},{"key":"2_CR26","unstructured":"Gasparetti, F., Micarelli, A.: User Profile Generation Based on a Memory Retrieval Theory. In: The 1st International Workshop on Web Personalization, Recommender Systems and Intelligent User Interfaces (WPRSIUI 2005), Reading, UK, October 3-7 (2005), http:\/\/citeseer.ist.psu.edu\/gasparetti05user.html"},{"issue":"3-4","key":"2_CR27","first-page":"219","volume":"1","author":"S. Gauch","year":"2003","unstructured":"Gauch, S., Chaffee, J., Pretschner, A.: Ontology-Based User Profiles for Search and Browsing. Web Intelligence and Agent Systems\u00a01(3-4), 219\u2013234 (2003)","journal-title":"Web Intelligence and Agent Systems"},{"issue":"8-9","key":"2_CR28","doi-asserted-by":"crossref","first-page":"715","DOI":"10.1080\/713827256","volume":"17","author":"G. Gentili","year":"2003","unstructured":"Gentili, G., Micarelli, A., Sciarrone, F.: Infoweb: An Adaptive Information Filtering System for the Cultural Heritage Domain. Applied Artificial Intelligence\u00a017(8-9), 715\u2013744 (2003)","journal-title":"Applied Artificial Intelligence"},{"key":"2_CR29","unstructured":"Google Desktop, http:\/\/desktop.google.com\/ (last access on October 2005)"},{"key":"2_CR30","unstructured":"Google Personalized Search, https:\/\/www.google.com\/psearch\/ (last access on September 2005)"},{"issue":"3","key":"2_CR31","doi-asserted-by":"publisher","first-page":"70","DOI":"10.1109\/5254.769887","volume":"14","author":"N. Guarino","year":"1999","unstructured":"Guarino, N., Masolo, C., Vetere, G.: OntoSeek: Content-Based Access to the Web. IEEE Intelligent Systems\u00a014(3) May, 70\u201380 (1999)","journal-title":"IEEE Intelligent Systems"},{"key":"2_CR32","doi-asserted-by":"crossref","unstructured":"Guha, R., McCool, R., Miller, E.: Semantic Search. In: Proceedings of the WWW2003, Budapest, Hungary, May 20-24, pp. 700-709 (2003)","DOI":"10.1145\/775152.775250"},{"key":"2_CR33","doi-asserted-by":"crossref","unstructured":"Haase, P., Hotho, A., Schmidt-Thieme, L., Sure, Y.: Collaborative and Usage-driven evolution of personalized ontologies. In: Proceedings of the 2nd European Semantic Web Conference, Heraklion, Greece, May 29-June 1, pp. 486-499 (2005)","DOI":"10.1007\/11431053_33"},{"key":"2_CR34","unstructured":"Heflin, J., Hendler, J., Luke, S.: SHOE: A Knowledge Representation Language for Internet Applications. Technical Report CS-TR-4078 (UMIACS TR-99-71), University of Maryland at College Park (1999), http:\/\/www.cs.umd.edu\/projects\/plus\/SHOE\/pubs\/techrpt99.pdf (last access on September 2005)"},{"key":"2_CR35","doi-asserted-by":"publisher","first-page":"176","DOI":"10.1145\/345508.345573","volume-title":"Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval","author":"K. Hoashi","year":"2000","unstructured":"Hoashi, K., Matsumoto, K., Inoue, N., Hashimoto, K.: Document Filtering method using non-relevant information profile. In: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Athens, Greece, July 24-28, pp. 176\u2013183. ACM Press, New York (2000)"},{"issue":"2","key":"2_CR36","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1145\/959258.959260","volume":"37","author":"D. Kelly","year":"2003","unstructured":"Kelly, D., Teevan, J.: Implicit feedback for inferring user preference:\u00a0a bibliography. ACM SIGIR Forum\u00a037(2), 18\u201328 (2003)","journal-title":"ACM SIGIR Forum"},{"key":"2_CR37","doi-asserted-by":"crossref","unstructured":"Kim, H., Chan, P.: Learning implicit user interest hierarchy for context in personalization. In: Proceedings of IUI\u2019 03, Miami, Florida, January 12-15, pp. 101-108 (2003)","DOI":"10.1145\/604045.604064"},{"key":"2_CR38","first-page":"773","volume-title":"Proceedings of American Association of Artificial Intelligence Conference (AAAI","author":"K. Knight","year":"1999","unstructured":"Knight, K., Luk, S.: Building a Large Knowledge Base for Machine Translation. In: Proceedings of American Association of Artificial Intelligence Conference (AAAI, Orlando, Florida, July 18\u201322, pp. 773\u2013778. AAAI Press, Menlo Park (1999)"},{"key":"2_CR39","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"628","DOI":"10.1007\/978-3-540-72079-9_21","volume-title":"The Adaptive Web: Methods and Strategies of Web Personalization","author":"A. Kobsa","year":"2007","unstructured":"Kobsa, A.: Privacy-Enhanced Web Personalization. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web: Methods and Strategies of Web Personalization. LNCS, vol.\u00a04321, pp. 628\u2013670. Springer, Heidelberg (2007)"},{"key":"2_CR40","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1007\/978-3-540-72079-9_4","volume-title":"The Adaptive Web: Methods and Strategies of Web Personalization","author":"A. Kobsa","year":"2007","unstructured":"Kobsa, A.: Generic User Modeling Systems. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web: Methods and Strategies of Web Personalization. LNCS, vol.\u00a04321, pp. 136\u2013154. Springer, Heidelberg (2007)"},{"issue":"3","key":"2_CR41","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1145\/245108.245126","volume":"40","author":"J. Konstan","year":"1997","unstructured":"Konstan, J., Miller, B., Maltz, D., Herlocker, J., Gordon, L., Riedl, J.: GroupLens: Applying Collaborative Filtering To Usenet News. Communications of the ACM\u00a040(3), 77\u201387 (1997)","journal-title":"Communications of the ACM"},{"key":"2_CR42","doi-asserted-by":"crossref","unstructured":"Labrou, Y., Finin, T.: Yahoo! As An Ontology \u2013 Using Yahoo! Categories To Describe Documents. In: Proceedings of the 8th International Conference On Information Knowledge Management (CIKM), Kansas City, Missouri, November 2-6, pp. 180-187 (1999)","DOI":"10.1145\/319950.319976"},{"key":"2_CR43","unstructured":"Lieberman, H.: Letizia: An Agent That Assists Web Browsing. In: Proceedings of the 14th International Joint Conference On Artificial Intelligence, Montreal, Canada, August, pp. 924-929 (1995)"},{"key":"2_CR44","doi-asserted-by":"crossref","unstructured":"Lieberman, H.: Autonomous Interface Agents. In: Proceedings of the ACM Conference on Computers and Human Interaction (CHI\u201997), Atlanta, Georgia, March 22-27, pp. 67 - 74 (1997)","DOI":"10.1145\/258549.258592"},{"key":"2_CR45","doi-asserted-by":"crossref","unstructured":"Liu, F., Yu, C., Meng, W.: Personalized web search by mapping user queries to categories. In: Proceedings CIKM\u201902, Mclean, Virginia, November 4-9, pp. 558-565 (2002)","DOI":"10.1145\/584792.584884"},{"issue":"1","key":"2_CR46","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1109\/TKDE.2004.1264820","volume":"16","author":"F. Liu","year":"2004","unstructured":"Liu, F., Yu, C., Meng, W.: Personalized Web Search For Improving Retrieval Effectiveness. IEEE Transactions on Knowledge and Data. Engineering\u00a016(1), 28\u201340 (2004)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"2_CR47","doi-asserted-by":"crossref","unstructured":"Luke, S., Spector, L., Rager, D., Hendler, J.: Ontology-Based Web Agents. In: Proceedings of the First International Conference on Autonomous Agents (AA\u201997) Association for Computing Machinery, California, February 5-8, pp. 59-66 (1997)","DOI":"10.1145\/267658.267668"},{"key":"2_CR48","unstructured":"Lycos, http:\/\/www.lycos.com (last access on September 2005)"},{"issue":"5","key":"2_CR49","doi-asserted-by":"publisher","first-page":"390","DOI":"10.1145\/22899.22903","volume":"30","author":"T. Malone","year":"1987","unstructured":"Malone, T., Grant, K., Turbak, F., Brobst, S., Cohen, M.: Intelligent Information Sharing Systems. Communications of the ACM\u00a030(5), 390\u2013402 (1987)","journal-title":"Communications of the ACM"},{"key":"2_CR50","first-page":"129","volume-title":"Proceedings of ACM UIST\u201997","author":"H. Marais","year":"1997","unstructured":"Marais, H., Bharat, K.: Supporting cooperative and personal surfing with a desktop assistant. In: Proceedings of ACM UIST\u201997, Banff, Alberta, Canada, October 14-17, pp. 129\u2013138. ACM Press, New York (1997)"},{"issue":"2","key":"2_CR51","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1023\/A:1009953814988","volume":"3","author":"A.K. McCallum","year":"2000","unstructured":"McCallum, A.K., Nigam, K., Rennie, J., Seymore, K.: Automating the Construction of Internet Portals with Machine Learning. Information Retrieval\u00a03(2), 127\u2013163 (2000)","journal-title":"Information Retrieval"},{"key":"2_CR52","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1007\/978-3-540-72079-9_6","volume-title":"The Adaptive Web: Methods and Strategies of Web Personalization","author":"A. Micarelli","year":"2007","unstructured":"Micarelli, A., Gasparetti, F., Sciarrone, F., Gauch, S.: Personalized Search on the World Wide Web. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web: Methods and Strategies of Web Personalization. LNCS, vol.\u00a04321, pp. 195\u2013230. Springer, Heidelberg (2007)"},{"issue":"2-3","key":"2_CR53","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1023\/B:USER.0000028981.43614.94","volume":"14","author":"A. Micarelli","year":"2004","unstructured":"Micarelli, A., Sciarrone, F.: Anatomy and Empirical Evaluation of an Adaptive Web-Based Information Filtering System. User Modeling and User-Adapted Interaction\u00a014(2-3), 159\u2013200 (2004)","journal-title":"User Modeling and User-Adapted Interaction"},{"key":"2_CR54","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1007\/978-3-540-72079-9_5","volume-title":"The Adaptive Web: Methods and Strategies of Web Personalization","author":"A. Micarelli","year":"2007","unstructured":"Micarelli, A., Sciarronne, F., Marinilli, M.: Web Document Modeling. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web: Methods and Strategies of Web Personalization. LNCS, vol.\u00a04321, pp. 155\u2013194. Springer, Heidelberg (2007)"},{"key":"2_CR55","unstructured":"Middleton, S.E., Shadbolt, N.R., De Roure, D.C.: Capturing interest through inference and visualization: Ontological user profiling in recommender systems. In: International Conference on Knowledge Capture, K-CAP 2003, Sanibel Island, Florida, September, pp. 62-69 (2003), http:\/\/portal.acm.org\/citation.cfm?id=945657"},{"key":"2_CR56","unstructured":"Minio, M., Tasso, C.: User Modeling for Information Filtering on INTERNET Services: Exploiting an Extended Version of the UMT Shell. In: UM96 Workshop on User Modeling for Information Filtering on the WWW, Kailua-Kona, Hawaii, January 2-5 (1996), http:\/\/ten.dimi.uniud.it\/~tasso\/UM-96UMT.html"},{"key":"2_CR57","unstructured":"Mladenic, D.: Turning Yahoo into an Automatic Web-Page Classifier. In: Proceedings of the 13th European Conference on Aritficial Intelligence ECAI, pp. 473-474 (1998)"},{"key":"2_CR58","unstructured":"Mladeni\u0107, D.: Personal WebWatcher: Design and Implementation. Technical Report IJS-DP-7472, J. Stefan Institute, Department for Intelligent Systems, Ljubljana, Slovenia (1998), http:\/\/www-ai.ijs.si\/DunjaMladenic\/papers\/PWW\/pwwTR.ps.Z (last access on October 2006)"},{"key":"2_CR59","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1007\/978-3-540-72079-9_3","volume-title":"The Adaptive Web: Methods and Strategies of Web Personalization","author":"B. Mobasher","year":"2007","unstructured":"Mobasher, B.: Data Mining for Web Personalization. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web: Methods and Strategies of Web Personalization. LNCS, vol.\u00a04321, pp. 90\u2013135. Springer, Heidelberg (2007)"},{"key":"2_CR60","unstructured":"Montebello, M., Gray, W., Hurley, S.: A Personal Evolvable Advisor for WWW Knowledge-Based Systems. In: Proceedings of the 1998 International Database Engineering and Application Symposium (IDEAS\u201998), Cardiff, Wales, U.K, July 8-10, pp. 224-233 (1998)"},{"issue":"5","key":"2_CR61","doi-asserted-by":"publisher","first-page":"437","DOI":"10.1080\/088395197118127","volume":"11","author":"A. Moukas","year":"1997","unstructured":"Moukas, A.: Amalthaea: Information Discovery And Filtering Using A Multiagent Evolving Ecosystem. Applied Artificial Intelligence\u00a011(5), 437\u2013457 (1997)","journal-title":"Applied Artificial Intelligence"},{"key":"2_CR62","unstructured":"Netflix Website, http:\/\/www.netflix.com\/ (last access on February, 2006)"},{"key":"2_CR63","unstructured":"Nichols, D.: Implicit Rating and Filtering. In: Proceedings of the 5th DELOS Workshop on Filtering and Collaborative Filtering, Budapest, November 10-12, pp. 31-36 (1998), http:\/\/citeseer.ist.psu.edu\/nichols98implicit.html (last access on October 2006)"},{"key":"2_CR64","unstructured":"Oard, D., Marchionini, G.: A Conceptual Framework for Text Filtering. Technical Report EE-TR-96-25 CAR-TR-830 CLIS-TR-9602 CS-TR-3643. University of Maryland, May (1996)"},{"key":"2_CR65","unstructured":"The Open Directory Project (ODP), http:\/\/dmoz.org (last access on September 2005)"},{"issue":"4","key":"2_CR66","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1145\/367211.367268","volume":"44","author":"M. Papazoglou","year":"2001","unstructured":"Papazoglou, M.: Agent-oriented technology in support of e-business. Communications of the ACM\u00a044(4), 71\u201377 (2001)","journal-title":"Communications of the ACM"},{"key":"2_CR67","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"325","DOI":"10.1007\/978-3-540-72079-9_10","volume-title":"The Adaptive Web: Methods and Strategies of Web Personalization","author":"M. Pazzani","year":"2007","unstructured":"Pazzani, M., Billsus, D.: Content-based recommendation systems. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web: Methods and Strategies of Web Personalization. LNCS, vol.\u00a04321, pp. 325\u2013341. Springer, Heidelberg (2007)"},{"key":"2_CR68","unstructured":"Pazzani, M., Muramatsu, J., Billsus, D.: Syskill & Webert: Identifying Interesting Web Sites. In: Proceedings of the 13th National Conference On Artificial Intelligence Portland, Oregon, August 4\u20138, pp. 54-61 (1996)"},{"key":"2_CR69","unstructured":"Perkowitz, M., Etzioni, O.: Adaptive Web Sites: Automatically Synthesizing Web Pages. AAAI, Madison, Wisconsin, July 26\u201330, pp. 727-732 (1998)"},{"issue":"9","key":"2_CR70","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1145\/567498.567526","volume":"45","author":"J. Pitkow","year":"2002","unstructured":"Pitkow, J., Sch\u00fctze, H., Cass, T., et al.: Personalized search. CACM\u00a045(9), 50\u201355 (2002)","journal-title":"CACM"},{"key":"2_CR71","unstructured":"Pretschner, A.: Ontology Based Personalized Search. Master\u2019s thesis. University of Kansas (June 1999)"},{"key":"2_CR72","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1109\/TAI.1999.809829","volume-title":"Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence (ICTAI)","author":"A. Pretschner","year":"1999","unstructured":"Pretschner, A., Gauch, S.: Ontology Based Personalized Search. In: Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), November 8-10, pp. 391\u2013398. IEEE Computer Society Press, Los Alamitos (1999)"},{"key":"2_CR73","unstructured":"Quiroga, L., Mostafa, J.: Empirical evaluation of explicit versus implicit acquisition of user profiles in information filtering systems. In: D. H. Kraft (Ed.), Proceedings of the 63rd annual meeting of the American Society for Information Science and Technology, Medford, NJ. Information Today 37, 4-13 (2000)"},{"key":"2_CR74","unstructured":"Resource Description Framework, http:\/\/www.w3.org\/RDF\/ (last access on October 2005)"},{"key":"2_CR75","unstructured":"Resource Description Framework Schema, http:\/\/www.w3.org\/TR\/rdf-schema\/ (last access on October 2005)"},{"key":"2_CR76","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1016\/S0020-7373(83)80007-8","volume":"18","author":"E. Rich","year":"1983","unstructured":"Rich, E.: Users are Individuals: Individualizing User Models. International Journal of Man-Machine Studies\u00a018, 199\u2013214 (1983)","journal-title":"International Journal of Man-Machine Studies"},{"key":"2_CR77","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1145\/312624.312700","volume-title":"Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval","author":"M. Ruiz","year":"1999","unstructured":"Ruiz, M., Srinivasan, P.: Hierarchical Neural Networks For Text Categorization. In: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Berkeley, California, August 15-19, pp. 281\u2013282. ACM Press, New York (1999)"},{"key":"2_CR78","doi-asserted-by":"crossref","unstructured":"Sakagami, H., Kamba, T.: Learning Personal Preferences on Online Newspaper Articles From User Behaviors. In: Proceedings of the 6th International WWW Conference, Santa Clara, California, April 7-11, pp. 291-300 (1997)","DOI":"10.1016\/S0169-7552(97)00016-0"},{"key":"2_CR79","doi-asserted-by":"crossref","unstructured":"Salton, G.: Developments in automatic text retrieval. Science, vol.\u00a0253, pp. 974\u2013979 (1991)","DOI":"10.1126\/science.253.5023.974"},{"key":"2_CR80","volume-title":"Introduction to Modern Information Retrieval","author":"G. Salton","year":"1983","unstructured":"Salton, G., McGill, M.: Introduction to Modern Information Retrieval. McGraw-Hill, New York (1983)"},{"key":"2_CR81","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1007\/978-3-540-72079-9_9","volume-title":"The Adaptive Web: Methods and Strategies of Web Personalization","author":"J.B. Schafer","year":"2007","unstructured":"Schafer, J.B., Frankowski, D., Herlocker, J., Sen, S.: Collaborative Filtering Recommender Systems. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web: Methods and Strategies of Web Personalization. LNCS, vol.\u00a04321, pp. 291\u2013324. Springer, Heidelberg (2007)"},{"issue":"1","key":"2_CR82","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/505282.505283","volume":"34","author":"F. Sebastiani","year":"2002","unstructured":"Sebastiani, F.: Machine Learning in Automated Text Categorization. ACM Computing Surveys\u00a034(1), 1\u201347 (2002)","journal-title":"ACM Computing Surveys"},{"key":"2_CR83","unstructured":"Seruku Toolbar, http:\/\/www.seruku.com\/index.html (last access on October 2005)"},{"key":"2_CR84","first-page":"26","volume-title":"Working Notes of the AAAI\/ICML-98 Workshop on Learning for text categorization","author":"J. Shavlik","year":"1998","unstructured":"Shavlik, J., Eliassi-Rad, T.: Intelligent Agents for Web-Based Tasks: An Advice-Taking Approach. In: Working Notes of the AAAI\/ICML-98 Workshop on Learning for text categorization, Madison, WI, July 26-27, pp. 26\u201327. AAAI Press, Menlo Park (1998), http:\/\/citeseer.ist.psu.edu\/shavlik98intelligent.html (last access on October 2006)"},{"key":"2_CR85","doi-asserted-by":"crossref","unstructured":"Shavlik, J., Calcari, S., Eliassi-Rad, T., Solock, J.: An Instructable, Adaptive Interface for Discovering and Monitoring Information on the World Wide Web. In: Proceedings of the 1999 International Conference on Intelligent User Interfaces. Redondo Beach, California, January 5-8, pp. 157-160 (1999)","DOI":"10.1145\/291080.291106"},{"key":"2_CR86","unstructured":"Sheth, B.: A Learning Approach to Personalized Information Filtering. Master\u2019s thesis, Massachusetts Institute of Technology (1994)"},{"key":"2_CR87","doi-asserted-by":"crossref","unstructured":"Sieg, A., Mobasher, B., Burke, R.: Inferring users information context: Integrating user profiles and concept hierarchies. In: 2004 Meeting of the International Federation of Classification Societies, IFCS, Chicago, July (2004), http:\/\/maya.cs.depaul.edu\/~mobasher\/p-pers\/arch-ifcs2004.pdf","DOI":"10.1007\/978-3-642-17103-1_53"},{"key":"2_CR88","doi-asserted-by":"publisher","first-page":"622","DOI":"10.1109\/WI.2005.114","volume-title":"IEEE\/WIC\/ACM International Conference on Web Intelligence (WI\u201905)","author":"M. Speretta","year":"2005","unstructured":"Speretta, M., Gauch, S.: Personalized Search based on User Search Histories. In: IEEE\/WIC\/ACM International Conference on Web Intelligence (WI\u201905), France, September 19-22, pp. 622\u2013628. ACM Press, New York (2005)"},{"key":"2_CR89","first-page":"49","volume-title":"Modeling User\u2019s Interests in Information Filters","author":"I. Stadnyk","year":"1992","unstructured":"Stadnyk, I., Kass, R.: Modeling User\u2019s Interests in Information Filters, pp. 49\u201350. ACM Press, New York (1992)"},{"issue":"3","key":"2_CR90","doi-asserted-by":"publisher","first-page":"110","DOI":"10.1023\/A:1009690117684","volume":"16","author":"S.J. Soltysiak","year":"1998","unstructured":"Soltysiak, S.J., Crabtree, I.B.: Automatic Learning Of User Profiles - Towards the Personalization of Agent Services. BT Technology Journal\u00a016(3), 110\u2013117 (1998)","journal-title":"BT Technology Journal"},{"key":"2_CR91","unstructured":"Sorensen, H., McElligott, M.: PSUN: A Profiling System for Usenet News. In: Proceedings of CIKM\u201995 Workshop on Intelligent Information Agents, Baltimore Maryland, December 1-2 (1995)"},{"key":"2_CR92","unstructured":"Stefani, A., Strappavara, C.: Personalizing Access to Web Sites: The SiteIF Project. In: Proceedings of the 2nd Workshop on Adaptive Hypertext and Hypermedia HYPERTEXT\u201998 Pittsburgh, June 20-24 (1998), http:\/\/www.contrib.andrew.cmu.edu\/~plb\/ HT98_workshop\/Stefani\/Stefani.html"},{"key":"2_CR93","doi-asserted-by":"crossref","unstructured":"Sugiyama, K., Hatano, K., Yoshikawa, M.: Adaptive web search based on user profile constructed without any effort from users. In: Proceedings 13th International Conference on World Wide Web, New York, May 17-22, pp. 675-684 (2004)","DOI":"10.1145\/988672.988764"},{"key":"2_CR94","unstructured":"SurfSaver, http:\/\/www.surfsaver.com\/ (last access on October 2005)"},{"issue":"3","key":"2_CR95","doi-asserted-by":"publisher","first-page":"437","DOI":"10.1016\/0893-6080(94)00092-Z","volume":"8","author":"A. Tan","year":"1995","unstructured":"Tan, A.: Adaptive Resonance Associative Map. Neural Networks\u00a08(3), 437\u2013446 (1995)","journal-title":"Neural Networks"},{"key":"2_CR96","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1109\/IJCNN.1998.682259","volume-title":"Proceedings of 1998 IEEE International Joint Conference on Neural Networks","author":"A. Tan","year":"1998","unstructured":"Tan, A., Teo, C.: Learning user profiles for personalized information dissemination. In: Proceedings of 1998 IEEE International Joint Conference on Neural Networks, Alaska, May 4-9, pp. 183\u2013188. IEEE Computer Society Press, Los Alamitos (1998)"},{"key":"2_CR97","doi-asserted-by":"crossref","unstructured":"Tanudjaja, F., Mui, L.: Persona: A Contextualized and Personalized Web Search. In: Proc 35th Hawaii International Conference on System Sciences, Big Island, Hawaii, January, p. 53 (2002)","DOI":"10.1109\/HICSS.2002.993981"},{"key":"2_CR98","doi-asserted-by":"publisher","first-page":"449","DOI":"10.1145\/1076034.1076111","volume-title":"Proceedings of 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval","author":"J. Teevan","year":"2005","unstructured":"Teevan, J., Dumais, S., Horvitz, E.: Personalizing Search via Automated Analysis of Interests and Activities. In: Proceedings of 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, pp. 449\u2013456. ACM Press, New York (2005)"},{"key":"2_CR99","unstructured":"Trajkova, J., Gauch, S.: Improving Ontology-Based User Profiles. In: Proceedings of RIAO 2004, University of Avignon (Vaucluse), France, April 26-28, pp. 380-389 (2004)"},{"issue":"2-3","key":"2_CR100","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1023\/B:USER.0000028984.13876.9b","volume":"14","author":"A. W\u00e6rn","year":"2004","unstructured":"W\u00e6rn, A.: User Involvement in Automatic Filtering: An Experimental Study. User Modeling and User-Adaptive Interaction\u00a014(2-3) June, 201\u2013237 (2004)","journal-title":"User Modeling and User-Adaptive Interaction"},{"key":"2_CR101","unstructured":"Web-Ontology(WebOnt) Working Group, http:\/\/www.w3.org\/2001\/sw\/WebOnt\/ (last access on February 2004)"},{"key":"2_CR102","doi-asserted-by":"crossref","unstructured":"White, R.W., Jose, J.M., Ruthven, I.: Comparing explicit and implicit feedback techniques for Web retrieval: TREC-10 interactive track report. In: Proceedings of the Tenth Text Retrieval Conference, TREC2001, Gaithersburg, MD, pp. 534-538 (2001), http:\/\/trec.nist.gov\/pubs\/trec10\/papers\/glasgow.pdf","DOI":"10.6028\/NIST.SP.500-250.glasgow"},{"key":"2_CR103","unstructured":"Widyantoro, D.H., Yin, J., El Nasr, M., Yang, L., Zacchi, A., Yen, J.: Alipes: A Swift Messenge. In: Cyberspace. In: Proc. 1999 AAAI Spring Symposium Workshop on Intelligent Agents in Cyberspace, Stanford, March 22-24, pp. 62-67 (1999), http:\/\/citeseer.ist.psu.edu\/widyantoro99alipes.html"},{"issue":"3","key":"2_CR104","doi-asserted-by":"publisher","first-page":"212","DOI":"10.1002\/1532-2890(2000)9999:9999<::AID-ASI1615>3.0.CO;2-O","volume":"52","author":"D.H. Widyantoro","year":"2001","unstructured":"Widyantoro, D.H., Ioerger, T.R., Yen, J.: Learning User Interest Dynamics with Three-Descriptor Representation. Journal of the American Society of Information Science and Technology (JASIST)\u00a052(3) February, 212\u2013225 (2001)","journal-title":"Journal of the American Society of Information Science and Technology (JASIST)"},{"key":"2_CR105","unstructured":"The Wordnet Website, http:\/\/wordnet.princeton.edu\/ (last access on February 2006)"},{"key":"2_CR106","unstructured":"eXtensible Markup Language, http:\/\/www.xml.com (last access on October 2005)"},{"key":"2_CR107","unstructured":"Yam search engine, http:\/\/www.yam.com (last access on October 2005)"},{"key":"2_CR108","unstructured":"Yan, T., Garc\u00eda-Molina, H.: SIFT \u2013 A Tool for Wide-Area Information Dissemination. In: Proceedings of USENIX Technical Conference, New Orleans, Louisiana, January 16-20, pp. 177-186 (1995)"},{"key":"2_CR109","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1145\/312624.312647","volume-title":"Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval","author":"Y. Yang","year":"1999","unstructured":"Yang, Y., Liu, X.: A Re-Examination Of Text Categorization Methods. In: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, California, August 15-19, pp. 42\u201349. ACM Press, New York (1999)"},{"key":"2_CR110","unstructured":"Yahoo Personalized Portal, http:\/\/my.yahoo.com\/ (last access on September 2005)"},{"key":"2_CR111","unstructured":"Yahoo Directory, http:\/\/dir.yahoo.com\/ (last access on October 2005)"},{"key":"2_CR112","unstructured":"Zhu, H., Zhong, J., Li, J., Yu, Y.: An Approach for Semantic Search by Matching RDF Graphs. In: Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, Pensacola Beach, Florida, May 14-16, pp. 450-454 (2002)"}],"container-title":["Lecture Notes in Computer Science","The Adaptive Web"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-72079-9_2.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,16]],"date-time":"2025-01-16T07:45:50Z","timestamp":1737013550000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-72079-9_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540720782"],"references-count":112,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-72079-9_2","relation":{},"subject":[]}}