%0 Conference Paper %1 Nakov:2000 %A Nakov, Preslav %A Bulgaria, Sofia %D 2000 %K Dissertation digitalhumanities eHumanities semanticweb tracking %P 189--198 %T Web personalization using Extended Boolean Operations with Latent Semantic Indexing %U http://www.cs.berkeley.edu/~nakov/selected_papers_list/nakov_aimsa00.pdf %X The paper discusses the potential of the usage of Extended Boolean operations for personalized information delivery on the Internet based on semantic vector representation models. The final goal is the design of an e-commerce portal tracking user's clickstream activity and purchases history in order to offer them personalized information. The emphasis is put on the introduction of dynamic composite user profiles constructed by means of extended Boolean operations. The basic binary Boolean operations such as OR, AND and NOT (AND-NOT) and their combinations have been introduced and implemented in variety of ways. An evaluation is presented based on the classic Latent Semantic Indexing method for information retrieval using a text corpus of religious and sacred texts.

@inproceedings{Nakov:2000, abstract = {The paper discusses the potential of the usage of Extended Boolean operations for personalized information delivery on the Internet based on semantic vector representation models. The final goal is the design of an e-commerce portal tracking user's clickstream activity and purchases history in order to offer them personalized information. The emphasis is put on the introduction of dynamic composite user profiles constructed by means of extended Boolean operations. The basic binary Boolean operations such as OR, AND and NOT (AND-NOT) and their combinations have been introduced and implemented in variety of ways. An evaluation is presented based on the classic Latent Semantic Indexing method for information retrieval using a text corpus of religious and sacred texts.}, added-at = {2008-05-02T11:37:16.000+0200}, author = {Nakov, Preslav and Bulgaria, Sofia}, biburl = {https://www.bibsonomy.org/bibtex/2a8bd251b17bdc55762f672107517a1b1/ageissler}, crossref = {Cerri:2000}, description = {imported}, interhash = {76bb8f1e3d9fbeecf597f58ed0553eb2}, intrahash = {a8bd251b17bdc55762f672107517a1b1}, keywords = {Dissertation digitalhumanities eHumanities semanticweb tracking}, pages = {189--198}, timestamp = {2009-11-08T11:40:51.000+0100}, title = {Web personalization using Extended Boolean Operations with Latent Semantic Indexing}, url = {http://www.cs.berkeley.edu/~nakov/selected_papers_list/nakov_aimsa00.pdf}, year = 2000 }