People
Sumio Fujita Project Researcher, LY Research
Have engaged in the research and development in effective information retrieval technologies for Japanese documents, including participations in NTCIRs and TRECs, especially participated in an early epoch of TREC Web tracks and occupied the position of the best performing systems in 2000. Carried out experiments in distributed retrieval, cross language retrieval, named page finding, patent document retrieval and medical document retrieval. Have joined Yahoo Japan Corporation in 2005, and worked on automatic query spell correction, vertical search technologies, automatic classification of e-commerce items and real time clustering tools for service inquiry mails. Meantime, have continued basic research such as document length normalization, pseudo relevance feedback, clustering hypothesis issues, and so on. Participated in the foundation of Yahoo! JAPAN Research in 2007, and works on mining from search user logs and its application to search related services.
Publications
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- WORKSHOP (DOMESTIC)
- クリック 2 部グラフ上の属性伝播と言語的素性の利用によりクエリのサブ・トピックを発見する検索意図理解方式
- 前田 英行, 藤田 澄男
- 第7回データ工学と情報マネジメントに関するフォーラム
- March 03, 2015
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- WORKSHOP (INTERNATIONAL)
- Learning to Rank Query Recommendations by Semantic Similarities
- Sumio Fujita, Georges Dupret(Yahoo! Labs), Ricardo Baeza-Yates(Yahoo! Research)
- 2nd International Workshop on Usage Analysis and the Web of Data
- January 01, 2012
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- WORKSHOP (INTERNATIONAL)
- Semantics of Query Rewriting Patterns in Search Logs
- Sumio Fujita, Georges Dupret(Yahoo! Labs), Ricardo Baeza-Yates(Yahoo! Research)
- ESAIR'12: Fifth International Workshop on Exploiting Semantic Annotations in Information Retrieval
- January 01, 2012
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- CONFERENCE (INTERNATIONAL)
- Click-graph Modeling in view of Facet Attribute Estimation of Web Search Queries
- Sumio Fujita, Keigo Machinaga, Georges Dupret(Yahoo! Labs)
- 9th RIAO Conference Adaptivity, Personalization and Fusion of Heterogeneous Information
- January 01, 2010
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- WORKSHOP (INTERNATIONAL)
- Search Facet Creation from Click Logs
- Sumio Fujita, Tatsuya Uchiyama, Georges Dupret, Ricardo Baeza-Yates
- SIGIR2010 Workshop on Query Representation and Understanding
- January 01, 2010
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- CONFERENCE (INTERNATIONAL)
- Using Related Queries to Improve Web Search Results Ranking
- Georges Dupret(Yahoo! Labs), Ricardo Zilleruelo-Ramos(Yahoo! Research), Sumio Fujita
- String Processing and Information Retrieval - 17th International Symposium
- January 01, 2010
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- JOURNAL (INTERNATIONAL)
- Retrieval Parameter Optimization using Genetic Algorithms
- Sumio Fujita
- Information Processing and Management, Elsevier, Volume 45, Issue 6.
- November 01, 2009
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- CONFERENCE (DOMESTIC)
- Web検索におけるクエリー属性推定のためのクリック・グラフのモデリング
- 町永 圭吾, 内山 達也, Georges Dupret (Yahoo Inc.), 藤田 澄男
- 情報処理学会第95回情報学基礎研究会
- July 21, 2009
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- JOURNAL (INTERNATIONAL)
- Technology survey and invalidity search: a comparative study of different tasks for Japanese patent document retrieval
- Sumio Fujita
- Information Processing and Management, Elsevier, volume 43, issue 5.
- September 01, 2007
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- CONFERENCE (INTERNATIONAL)
- NTCIR-6 CLIR-J-J Experiments at Yahoo! JAPAN
- Sumio Fujita
- NTCIR-6 Workshop Meeting 2007
- May 15, 2007