H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science H-index 30 Citations 6,136 91 World Ranking 8601 National Ranking 3988

Overview

What is she best known for?

The fields of study she is best known for:

  • Artificial intelligence
  • World Wide Web
  • The Internet

Her main research concerns Information retrieval, World Wide Web, User profile, Search engine and Web navigation. Her work deals with themes such as Ranking and Data mining, which intersect with Information retrieval. Specifically, her work in World Wide Web is concerned with the study of Personalized search.

Susan Gauch interconnects Vector space model and The Internet in the investigation of issues within Search engine. Her Web navigation research is multidisciplinary, incorporating elements of Ontology, Web design and Personalization. Many of her research projects under Web page are closely connected to Hierarchy with Hierarchy, tying the diverse disciplines of science together.

Her most cited work include:

  • User profiles for personalized information access (415 citations)
  • Personalized Search Based on User Search Histories (388 citations)
  • Ontology-based personalized search and browsing (372 citations)

What are the main themes of her work throughout her whole career to date?

Susan Gauch spends much of her time researching Information retrieval, World Wide Web, Artificial intelligence, Ontology and Natural language processing. The study incorporates disciplines such as Web page and Expert system in addition to Information retrieval. Her Web crawler, User profile, Personalization and Web navigation study, which is part of a larger body of work in World Wide Web, is frequently linked to Metaverse, bridging the gap between disciplines.

In her work, Server and Concept search is strongly intertwined with Personalized search, which is a subfield of User profile. The various areas that she examines in her Artificial intelligence study include Machine learning and Computer vision. Susan Gauch has included themes like Ranking, The Internet and Information needs in her Search engine study.

She most often published in these fields:

  • Information retrieval (53.15%)
  • World Wide Web (41.44%)
  • Artificial intelligence (26.13%)

What were the highlights of her more recent work (between 2012-2021)?

  • Artificial intelligence (26.13%)
  • Natural language processing (17.12%)
  • Recommender system (10.81%)

In recent papers she was focusing on the following fields of study:

The scientist’s investigation covers issues in Artificial intelligence, Natural language processing, Recommender system, Information retrieval and World Wide Web. Her research on Natural language processing also deals with topics like

  • Word, which have a strong connection to WordNet and Word order,
  • Social media together with Ontology. Her studies in Recommender system integrate themes in fields like Hybrid system, User profile and Measure.

Her User profile study which covers Internet privacy that intersects with Microblogging, Personalization and The Internet. Her work on Cluster analysis expands to the thematically related Information retrieval. Her work on XML, Distributed web crawling and Web crawler as part of general World Wide Web study is frequently linked to Crawling and Metaverse, bridging the gap between disciplines.

Between 2012 and 2021, her most popular works were:

  • Personalized News Recommendation Using Twitter (29 citations)
  • Incorporating popularity in a personalized news recommender system (21 citations)
  • Estimating Sentiment via Probability and Information Theory (9 citations)

In her most recent research, the most cited papers focused on:

  • Artificial intelligence
  • World Wide Web
  • The Internet

Her primary areas of study are Recommender system, Artificial intelligence, Natural language processing, Social media and Internet privacy. To a larger extent, Susan Gauch studies Information retrieval with the aim of understanding Recommender system. Information retrieval connects with themes related to Data mining in her study.

Her work on Probabilistic logic, Sentiment analysis, Naive Bayes classifier and Support vector machine is typically connected to Supervised learning as part of general Artificial intelligence study, connecting several disciplines of science. Her Social media research incorporates elements of Personalization, The Internet and Word embedding. Her Internet privacy research is multidisciplinary, incorporating perspectives in World Wide Web, User profile and Relevance.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Top Publications

User profiles for personalized information access

Susan Gauch;Mirco Speretta;Aravind Chandramouli;Alessandro Micarelli.
The adaptive web (2007)

717 Citations

Ontology-based personalized search and browsing

Susan Gauch;Jason Chaffee;Alaxander Pretschner.
Web Intelligence and Agent Systems: An International Journal (2003)

683 Citations

Personalized Search Based on User Search Histories

Micro Speretta;Susan Gauch.
web intelligence (2005)

661 Citations

Ontology based personalized search

A. Pretschner;S. Gauch.
international conference on tools with artificial intelligence (1999)

639 Citations

Incorporating quality metrics in centralized/distributed information retrieval on the World Wide Web

Xiaolan Zhu;Susan Gauch.
international acm sigir conference on research and development in information retrieval (2000)

322 Citations

Improving ontology-based user profiles

Joana Trajkova;Susan Gauch.
RIAO '04 Coupling approaches, coupling media and coupling languages for information retrieval (2004)

308 Citations

Personalized search on the world wide web

Alessandro Micarelli;Fabio Gasparetti;Filippo Sciarrone;Susan Gauch.
The adaptive web (2007)

296 Citations

A corpus analysis approach for automatic query expansion and its extension to multiple databases

Susan Gauch;Jianying Wang;Satya Mahesh Rachakonda.
ACM Transactions on Information Systems (1999)

179 Citations

Personal ontologies for web navigation

Jason Chaffee;Susan Gauch.
conference on information and knowledge management (2000)

152 Citations

ChatTrack: Chat room topic detection using classification

Jason Bengel;Susan Gauch;Eera Mittur;Rajan Vijayaraghavan.
intelligence and security informatics (2004)

94 Citations

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking h-index is inferred from publications deemed to belong to the considered discipline.

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