H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science H-index 30 Citations 5,811 77 World Ranking 8596 National Ranking 3983

Research.com Recognitions

Awards & Achievements

2014 - ACM Senior Member

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Machine learning
  • World Wide Web

His primary scientific interests are in Information retrieval, Artificial intelligence, Web query classification, Machine learning and Web page. His specific area of interest is Information retrieval, where Jian-Tao Sun studies Topic model. His work focuses on many connections between Artificial intelligence and other disciplines, such as Pattern recognition, that overlap with his field of interest in Active learning.

Web search query and Search engine are the subject areas of his Web query classification study. His research in Web search query intersects with topics in Query language and Query expansion. As a member of one scientific family, Jian-Tao Sun mostly works in the field of Web page, focusing on Automatic summarization and, on occasion, Lexicon, Latent semantic analysis and Ranking.

His most cited work include:

  • Cross-domain sentiment classification via spectral feature alignment (549 citations)
  • CubeSVD: a novel approach to personalized Web search (329 citations)
  • Document summarization using conditional random fields (273 citations)

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

His primary areas of study are Information retrieval, Artificial intelligence, Web search query, Web query classification and Data mining. His research integrates issues of Web page and World Wide Web in his study of Information retrieval. Jian-Tao Sun interconnects Machine learning, Pattern recognition and Natural language processing in the investigation of issues within Artificial intelligence.

His studies deal with areas such as Database search engine and Image as well as Web search query. His work is dedicated to discovering how Data mining, Support vector machine are connected with Feature vector and other disciplines. In the subject of general Search engine, his work in Semantic search and Metasearch engine is often linked to Set and Context, thereby combining diverse domains of study.

He most often published in these fields:

  • Information retrieval (55.00%)
  • Artificial intelligence (38.75%)
  • Web search query (28.75%)

What were the highlights of his more recent work (between 2011-2020)?

  • Information retrieval (55.00%)
  • Artificial intelligence (38.75%)
  • Search engine (20.00%)

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

Information retrieval, Artificial intelligence, Search engine, Web search query and Machine learning are his primary areas of study. Many of his studies on Information retrieval involve topics that are commonly interrelated, such as Data mining. His Artificial intelligence study integrates concerns from other disciplines, such as Theoretical computer science and Natural language processing.

His Search engine research is multidisciplinary, incorporating perspectives in Data science and Click-through rate. His Web search query research is multidisciplinary, relying on both Database search engine and Image, Associated image, Image selection. His work on Transfer of learning and Subgradient method as part of general Machine learning study is frequently connected to Supervised learning, therefore bridging the gap between diverse disciplines of science and establishing a new relationship between them.

Between 2011 and 2020, his most popular works were:

  • Context-based search query formation (59 citations)
  • Multi-domain active learning for text classification (43 citations)
  • Sentiment Topic Model with Decomposed Prior. (21 citations)

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

  • Artificial intelligence
  • Machine learning
  • World Wide Web

Jian-Tao Sun spends much of his time researching Information retrieval, Artificial intelligence, Full text search, Query language and Query expansion. He has researched Information retrieval in several fields, including Probabilistic logic, Nearest neighbor search and Dimension. Many of his studies on Artificial intelligence apply to Machine learning as well.

His work deals with themes such as Web search query, Web query classification, RDF query language, Sargable and Query optimization, which intersect with Full text search.

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

Cross-domain sentiment classification via spectral feature alignment

Sinno Jialin Pan;Xiaochuan Ni;Jian-Tao Sun;Qiang Yang.
the web conference (2010)

723 Citations

CubeSVD: a novel approach to personalized Web search

Jian-Tao Sun;Hua-Jun Zeng;Huan Liu;Yuchang Lu.
the web conference (2005)

453 Citations

Document summarization using conditional random fields

Dou Shen;Jian-Tao Sun;Hua Li;Qiang Yang.
international joint conference on artificial intelligence (2007)

396 Citations

Understanding user's query intent with wikipedia

Jian Hu;Gang Wang;Fred Lochovsky;Jian-tao Sun.
the web conference (2009)

303 Citations

Building bridges for web query classification

Dou Shen;Jian-Tao Sun;Qiang Yang;Zheng Chen.
international acm sigir conference on research and development in information retrieval (2006)

297 Citations

Context-aware query classification

Huanhuan Cao;Derek Hao Hu;Dou Shen;Daxin Jiang.
international acm sigir conference on research and development in information retrieval (2009)

221 Citations

Smart Sentiment Classifier for Product Reviews

Shen Huang;Ling Bao;Yunbo Cao;Zheng Chen.
(2007)

196 Citations

Query enrichment for web-query classification

Dou Shen;Rong Pan;Jian-Tao Sun;Jeffrey Junfeng Pan.
ACM Transactions on Information Systems (2006)

173 Citations

Effective multi-label active learning for text classification

Bishan Yang;Jian-Tao Sun;Tengjiao Wang;Zheng Chen.
knowledge discovery and data mining (2009)

160 Citations

Thread detection in dynamic text message streams

Dou Shen;Qiang Yang;Jian-Tao Sun;Zheng Chen.
international acm sigir conference on research and development in information retrieval (2006)

150 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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Top Scientists Citing Jian-Tao Sun

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Nanyang Technological University

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