{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,12]],"date-time":"2025-01-12T05:16:17Z","timestamp":1736658977779,"version":"3.32.0"},"publisher-location":"Berlin, Heidelberg","reference-count":48,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540476979"},{"type":"electronic","value":"9783540476986"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2006]]},"DOI":"10.1007\/11908678_10","type":"book-chapter","created":{"date-parts":[[2006,11,27]],"date-time":"2006-11-27T11:58:45Z","timestamp":1164628725000},"page":"147-162","source":"Crossref","is-referenced-by-count":5,"title":["Introducing Semantics in Web Personalization: The Role of Ontologies"],"prefix":"10.1007","author":[{"given":"Magdalini","family":"Eirinaki","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dimitrios","family":"Mavroeidis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"George","family":"Tsatsaronis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michalis","family":"Vazirgiannis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"10_CR1","doi-asserted-by":"crossref","unstructured":"Agirre, E., Rigau, G.: A proposal for word sense disambiguation using conceptual distance. In: Proc. of Recent Advances in NLP (RANLP), 258\u2013264 (1995)","DOI":"10.3115\/992628.992635"},{"key":"10_CR2","unstructured":"Acharyya, S., Ghosh, J.: Context-Sensitive Modeling of Web Surfing Behaviour Using Concept Trees. In: Proc. of the 5th WEBKDD Workshop, Washington (August 2003)"},{"key":"10_CR3","doi-asserted-by":"crossref","unstructured":"Albanese, M., Picariello, A., Sansone, C., Sansone, L.: A Web Personalization System based on Web Usage Mining Techniques. In: Proc. of WWW 2004, New York, USA (May 2004)","DOI":"10.1145\/1013367.1013439"},{"key":"10_CR4","unstructured":"Agrawal, R., Srikant, R.: Fast Algorithms for Mining Association Rules. In: Proc. of 20th VLDB Conference (1994)"},{"key":"10_CR5","unstructured":"Barzilay, R., Elhadad, M.: Using lexical chains for text summarization. In: Proc. of the Intelligent Scalable Text Summarization Workshop (ISTS 1997), ACL (1997)"},{"key":"10_CR6","series-title":"Lecture Notes in Computer Science","volume-title":"The Semantic Web - ISWC 2002","author":"B. Berendt","year":"2002","unstructured":"Berendt, B., Hotho, A., Stumme, G.: Towards Semantic Web Mining. In: Horrocks, I., Hendler, J. (eds.) ISWC 2002. LNCS, vol.\u00a02342. Springer, Heidelberg (2002)"},{"key":"10_CR7","unstructured":"Bloehdorn, S., Hotho, A.: Boosting for text classification with semantic features. In: Proc. of the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Mining for and from the Semantic Web Workshop, pp. 70\u201387 (2004)"},{"issue":"1-7","key":"10_CR8","first-page":"107","volume":"30","author":"S. Brin","year":"1998","unstructured":"Brin, S., Page, L.: The anatomy of a large-scale hypertextual Web search engine. Computer Networks 30(1-7), 107\u2013117 (1998); Proc. of the 7th International World Wide Web Conference (WWW7)","journal-title":"Computer Networks"},{"key":"10_CR9","doi-asserted-by":"crossref","unstructured":"Baraglia, R., Silvestri, F.: An Online Recommender System for Large Web Sites. In: Proc. of ACM\/IEEE Web Intelligence Conference (WI 2004), China (September 2004)","DOI":"10.1109\/WI.2004.10158"},{"key":"10_CR10","doi-asserted-by":"crossref","unstructured":"Chakrabarti, S., Dom, B., Raghavan, P., Rajagopalan, S., Gibson, D., Kleinberg, J.: Automatic Resource Compilation by Analyzing Hyperlink Structure and Associated Text. In: Proc. of WWW7 (1998)","DOI":"10.1016\/S0169-7552(98)00087-7"},{"key":"10_CR11","unstructured":"Dai, H., Mobasher, B.: Using Ontologies to Discover Domain-Level Web Usage Profiles. In: Proc. of the 2nd Workshop on Semantic Web Mining, Helsinki, Finland (2002)"},{"key":"10_CR12","unstructured":"Eirinaki, M.: New Approaches to Web Personalization, PhD Thesis, Athens University of Economics and Business, Dept. of Informatics (2006)"},{"key":"10_CR13","unstructured":"Ester, M., Kriegel, H.P., Sander, J., Wimmer, M., Xu, X.: Incremental Clustering for Mining in a Data Warehousing Environment. In: Proc. of the 24th VLDB Conference (1998)"},{"key":"10_CR14","doi-asserted-by":"crossref","unstructured":"Eirinaki, M., Lampos, C., Pavlakis, S., Vazirgiannis, M.: Web Personalization Integrating Content Semantics and Navigational Patterns. In: Proc. of the 6th ACM International Workshop on Web Information and Data Management (WIDM 2004), Washington DC (November 2004)","DOI":"10.1145\/1031453.1031468"},{"key":"10_CR15","doi-asserted-by":"crossref","unstructured":"Eirinaki, M., Vazirgiannis, M., Varlamis, I.: SEWeP: Using Site Semantics and a Taxonomy to Enhance the Web Personalization Process. In: Proc. of the 9th ACM International Conference on Knowledge Discovery and Data Mining (KDD 2003), Washington DC (August 2003)","DOI":"10.1145\/956750.956765"},{"volume-title":"WordNet, An Electronic Lexical Database","year":"1998","key":"10_CR16","unstructured":"Fellbaum, C. (ed.): WordNet, An Electronic Lexical Database. The MIT Press, Cambridge (1998)"},{"key":"10_CR17","unstructured":"Galley, M., McKeown, K.: Improving Word Sense Disambiguation in Lexical Chaining. In: Proc. of the 18th International Joint Conference on Artificial Intelligence (IJCAI 2003), Acapulco, Mexico (August 2003)"},{"key":"10_CR18","doi-asserted-by":"crossref","unstructured":"Guo, J., Keselj, V., Gao, Q.: Integrating Web Content Clustering into Web Log Association Rule Mining. In: Proc. of Canadian AI Conference 2005 (2005)","DOI":"10.1007\/11424918_19"},{"issue":"4","key":"10_CR19","doi-asserted-by":"publisher","first-page":"320","DOI":"10.1007\/s00778-003-0100-6","volume":"12","author":"M. Halkidi","year":"2003","unstructured":"Halkidi, M., Nguyen, B., Varlamis, I., Vazirgiannis, M.: THESUS: Organizing Web Documents into Thematic Subsets using an Ontology. VLDB journal\u00a012(4), 320\u2013332 (2003)","journal-title":"VLDB journal"},{"key":"10_CR20","doi-asserted-by":"crossref","unstructured":"Hotho, A., Staab, S., Stumme, G.: Ontologies Improve Text Document Clustering. In: Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), Melbourne, Florida, USA, December 19-22, pp. 541\u2013544 (2003)","DOI":"10.1109\/ICDM.2003.1250972"},{"key":"10_CR21","unstructured":"Jiang, J., Conrath, D.: Semantic similarity based on corpus statistics and lexical taxonomy. In: Proc. of the International Conference on Research in Computational Linguistics (1997)"},{"key":"10_CR22","doi-asserted-by":"crossref","unstructured":"Jin, X., Zhou, Y., Mobasher, B.: A Maximum Entropy Web Recommendation System: Combining Collaborative and Content Features. In: Proc. of the 11th ACM International Conference on Knowledge Discovery and Data Mining (KDD 2005), Chicago (August 2005)","DOI":"10.1145\/1081870.1081945"},{"key":"10_CR23","unstructured":"Kearney, P., Anand, S.S.: Employing a Domain Ontology to gain insights into user behaviour. In: Proc. of the 3rd Workshop on Intelligent Techniques for Web Personalization (ITWP 2005), Endiburgh, Scotland (August 2005)"},{"key":"10_CR24","doi-asserted-by":"crossref","unstructured":"Leacock, C., Chodorow, M.: Combining Local Context and WordNet Similarity for Word Sense Identification. In: Fellbaum 1998, pp. 265\u2013283 (1998)","DOI":"10.7551\/mitpress\/7287.003.0018"},{"issue":"1","key":"10_CR25","first-page":"147","volume":"24","author":"C. Leacock","year":"1998","unstructured":"Leacock, C., Chodorow, M., Miller, G.A.: Using Corpus Statistics and WordNet Relations for Sense Identification. Computational Linguistics\u00a024(1), 147\u2013165 (1998)","journal-title":"Computational Linguistics"},{"key":"10_CR26","unstructured":"Lampos, C., Eirinaki, M., Jevtuchova, D., Vazirgiannis, M.: Archiving the Greek Web. In: Proc. of the 4th International Web Archiving Workshop (IWAW 2004), Bath, UK (September 2004)"},{"key":"10_CR27","doi-asserted-by":"crossref","unstructured":"Lesk, M.E.: Automatic sense disambiguation using machine readable dictionaries: How to tell a pine cone from an ice cream cone. In: Proc. of the SIGDOC Conference, Toronto (June 1986)","DOI":"10.1145\/318723.318728"},{"key":"10_CR28","unstructured":"Lin, D.: An information-theoretic definition of similarity. In: Proc. of the 15th International Conference on Machine Learning (ICML), pp. 296\u2013304 (1998)"},{"key":"10_CR29","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","DOI":"10.1007\/11564126_21","volume-title":"Knowledge Discovery in Databases: PKDD 2005","author":"D. Mavroeidis","year":"2005","unstructured":"Mavroeidis, D., Tsatsaronis, G., Vazirgiannis, M., Theobald, M., Weikum, G.: Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification. In: Jorge, A.M., Torgo, L., Brazdil, P.B., Camacho, R., Gama, J. (eds.) PKDD 2005. LNCS (LNAI), vol.\u00a03721. Springer, Heidelberg (2005)"},{"key":"10_CR30","doi-asserted-by":"crossref","unstructured":"Mobasher, B., Dai, H., Luo, T., Sung, Y., Zhu, J.: Integrating web usage and content mining for more effective personalization. In: Proc. of the International Conference on Ecommerce and Web Technologies (ECWeb 2000), Greenwich, UK (September 2000)","DOI":"10.1007\/3-540-44463-7_15"},{"key":"10_CR31","doi-asserted-by":"crossref","unstructured":"Montoyo, A., Suarez, A., Rigau, G., Palomar, M.: Combining Knowledge- and Corpus-based Word-Sense-Disambiguation Methods. Journal of Artificial Intelligence Research\u00a023, 299\u2013330","DOI":"10.1613\/jair.1529"},{"issue":"1-2","key":"10_CR32","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1142\/S0218213001000398","volume":"10","author":"R. Mihalcea","year":"2001","unstructured":"Mihalcea, R., Moldovan, D.I.: A Highly Accurate Bootstrapping Algorithm for Word Sense Disambiguation. International Journal on Artificial Intelligence Tools\u00a010(1-2), 5\u201321 (2001)","journal-title":"International Journal on Artificial Intelligence Tools"},{"issue":"1","key":"10_CR33","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1145\/963770.963773","volume":"22","author":"S.E. Middleton","year":"2004","unstructured":"Middleton, S.E., Shadbolt, N.R., De Roure, D.C.: Ontological User Profiling in Recommender Systems. ACM Transactions on Information Systems (TOIS)\u00a022(1), 54\u201388 (2004)","journal-title":"ACM Transactions on Information Systems (TOIS)"},{"key":"10_CR34","doi-asserted-by":"crossref","unstructured":"Mihalcea, R., Tarau, P., Figa, E.: Pagerank on semantic networks, with application to word sense disambiguation. In: Proc. of the 20th International Conference on Computational Linguistics (COLING 2004), Switzerland (August 2004)","DOI":"10.3115\/1220355.1220517"},{"key":"10_CR35","doi-asserted-by":"crossref","unstructured":"Navigli, R., Velardi, P.: Structural Semantic Interconnection: a knowledge-based approach to Word Sense Disambiguation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TRAMI)\u00a027(7), 1075\u20131086","DOI":"10.1109\/TPAMI.2005.149"},{"key":"10_CR36","doi-asserted-by":"crossref","unstructured":"Oberle, D., Berendt, B., Hotho, A., Gonzalez, J.: Conceptual User Tracking. In: Proc. of the 1st Atlantic Web Intelligence Conf. (AWIC) (2003)","DOI":"10.1007\/3-540-44831-4_17"},{"issue":"1-2","key":"10_CR37","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1016\/S0004-3702(99)00098-3","volume":"118","author":"M. Perkowitz","year":"2000","unstructured":"Perkowitz, M., Etzioni, O.: Towards Adaptive Web Sites: Conceptual Framework and Case Study. Artificial Intelligence\u00a0118(1-2), 245\u2013275 (2000)","journal-title":"Artificial Intelligence"},{"key":"10_CR38","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"552","DOI":"10.1007\/978-3-540-30116-5_63","volume-title":"Knowledge Discovery in Databases: PKDD 2004","author":"S. Paulakis","year":"2004","unstructured":"Paulakis, S., Lampos, C., Eirinaki, M., Vazirgiannis, M.: SEWeP: A web mining system supporting semantic personalization. In: Boulicaut, J.-F., Esposito, F., Giannotti, F., Pedreschi, D. (eds.) PKDD 2004. LNCS, vol.\u00a03202, pp. 552\u2013554. Springer, Heidelberg (2004)"},{"key":"10_CR39","unstructured":"Resnik, P.: Using information content to evaluate semantic similarity in a taxonomy. In: Proc. of the 14th International Joint Conference on Artificial Intelligence (IJCAI) (1995)"},{"key":"10_CR40","doi-asserted-by":"crossref","unstructured":"Rigau, G., Atserias, J., Agirre, E.: Combining Unsupervised Lexical Knowledge Methods for Word Sense Disambiguation. In: Proc. of joint 35th Annual Meeting of the Association for Computational Linguistics and 8th Conference of the European Chapter of the Association for Computational Linguistics, Madrid, Spain (1997)","DOI":"10.3115\/976909.979624"},{"key":"10_CR41","doi-asserted-by":"crossref","unstructured":"Sarwar, B., Karypis, G., Konstan, J., Riedl, J.: Item-based Collaborative Filtering Recommendation Algorithms. In: Proc. of WWW 10, Hong Kong (May 2001)","DOI":"10.1145\/371920.372071"},{"key":"10_CR42","unstructured":"Silber, G., McCoy, K.: Efficiently computed lexical chains as an intermediate representation for automatic text summarization. Computational Linguistics\u00a029(1) (2003)"},{"key":"10_CR43","doi-asserted-by":"crossref","unstructured":"Sussna, M.: Word sense disambiguation for free-text indexing using a massive semantic network. In: Proc. of the 2nd International Conference on Information and Knowledge Management (CIKM), pp. 67\u201374 (1993)","DOI":"10.1145\/170088.170106"},{"key":"10_CR44","unstructured":"Theobald, M., Schenkel, R., Weikum, G.: Exploiting structure, annotation, and ontological knowledge for automatic classification of xml data. In: International Workshop on Web and Databases (WebDB), pp. 1\u20136 (2003)"},{"key":"10_CR45","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1007\/11908678_4","volume-title":"Semantics, Web and Mining","author":"H. Utard","year":"2006","unstructured":"Utard, H., Furnkranz, J.: Link-Local Features for Hypertext Classification. In: Ackermann, M., Berendt, B., Grobelnik, M., Hotho, A., Mladeni\u010d, D., Semeraro, G., Spiliopoulou, M., Stumme, G., Sv\u00e1tek, V., van Someren, M. (eds.) EWMF 2005 and KDO 2005. LNCS, vol.\u00a04289, pp. 51\u201364. Springer, Heidelberg (2006)"},{"issue":"6","key":"10_CR46","first-page":"585","volume":"16","author":"I. Varlamis","year":"2004","unstructured":"Varlamis, I., Vazirgiannis, M., Halkidi, M., Nguyen, B.: THESUS, A Closer View on Web Content Management Enhanced with Link Semantics. IEEE Transactions on Knowledge and Data Engineering Journal\u00a016(6), 585\u2013600 (2004)","journal-title":"IEEE Transactions on Knowledge and Data Engineering Journal"},{"key":"10_CR47","doi-asserted-by":"crossref","unstructured":"Wong, S.K.M., Ziarko, W., Wong, P.C.N.: Generalized vector space model in information retrieval. In: Proc. of the 8th Intl. ACM SIGIR Conference (SIGIR 1985), pp. 18\u201325 (1985)","DOI":"10.1145\/253495.253506"},{"key":"10_CR48","doi-asserted-by":"crossref","unstructured":"Wu, Z., Palmer, M.: Verb Semantics and Lexical Selection. In: 32nd Annual Meetings of the Associations for Computational Linguistic, pp. 133\u2013138 (1994)","DOI":"10.3115\/981732.981751"}],"container-title":["Lecture Notes in Computer Science","Semantics, Web and Mining"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11908678_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,12]],"date-time":"2025-01-12T04:36:29Z","timestamp":1736656589000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11908678_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006]]},"ISBN":["9783540476979","9783540476986"],"references-count":48,"URL":"https:\/\/doi.org\/10.1007\/11908678_10","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2006]]}}}