S
Susan Gauch
Researcher at University of Arkansas
Publications - 106
Citations - 4782
Susan Gauch is an academic researcher from University of Arkansas. The author has contributed to research in topics: Ontology (information science) & Web page. The author has an hindex of 34, co-authored 105 publications receiving 4635 citations. Previous affiliations of Susan Gauch include University of North Carolina at Chapel Hill & Northeastern University.
Papers
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Book ChapterDOI
User profiles for personalized information access
TL;DR: This chapter surveys some of the most popular techniques for collecting information about users, representing, and building user profiles and discusses in detail user profiles represented as weighted keywords, semantic networks, and weighted concepts.
Proceedings ArticleDOI
Personalized Search Based on User Search Histories
Micro Speretta,Susan Gauch +1 more
TL;DR: This study found that user profiles based on queries were as effective as those based on snippets, and found that the personalized re-ranking resulted in a 34% improvement in the rankorder of the user-selected results.
Journal Article
Ontology-based personalized search and browsing
TL;DR: Research is reported on that adapts information navigation based on a user profile structured as a weighted concept hierarchy that shows that these automatically created profiles reflect the user's interests quite well and they are able to produce moderate improvements when applied to search results.
Proceedings ArticleDOI
Ontology based personalized search
Alexander Pretschner,Susan Gauch +1 more
TL;DR: This paper explores ways of incorporating users' interests into the search process to improve the results and shows that fully automatic creation of large hierarchical user profiles is possible.
Book ChapterDOI
Personalized search on the world wide web
TL;DR: Several important user personalization approaches and techniques developed for the Web search domain are illustrated in this chapter, along with examples of real systems currently being used on the Internet.