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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- CONFERENCE (INTERNATIONAL)
- Scalable Twitter User Clustering Approach boosted by Personalized PageRank
- Anup Naik, Vibhor Kanojia, Hideyuki Maeda, Sumio Fujita
- The 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining
- May 23, 2017
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- CONFERENCE (DOMESTIC)
- 予測モデリングのためのクラウドソーシングによる適応的特徴生成法
- 高濱 隆輔(京都大学), 馬場 雪乃(京都大学), 清水 伸幸, 藤田 澄男, 鹿島 久嗣(京都大学)
- 2017年度人工知能学会全国大会(第31回)
- May 23, 2017
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- CONFERENCE (INTERNATIONAL)
- Coarsening Massive Influence Networks for Scalable Diffusion Analysis
- Naoto Ohsaka (The University of Tokyo), Tomohiro Sonobe (National Institute of Informatics), Sumio Fujita, Ken-Ichi Kawarabayashi (National Institute of Informatics)
- ACM SIGMOD International Conference on Management of Data
- May 14, 2017
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- CONFERENCE (INTERNATIONAL)
- Text similarity function based on word embeddings for short text analysis
- Adrián Jiménez Pascual (Tokyo Univ.), Sumio Fujita
- 18th International Conference on Intelligent Text Processing and Computational Linguistics
- April 18, 2017
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- CONFERENCE (INTERNATIONAL)
- Enhancing Knowledge Graph Embedding with Probabilistic Negative Sampling
- Vibhor Kanojia, Hideyuki Maeda, Riku Togashi, Sumio Fujita
- The 26th International Conference on World Wide Web (Posters)
- April 05, 2017
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- CONFERENCE (INTERNATIONAL)
- Euclidean Image Embedding in view of Similarity Ranking in Auction Search by Image
- Riku Togashi, Hideyuki Maeda, Vibhor Kanojia, Kousuke Morimoto, Sumio Fujita
- The 26th International Conference on World Wide Web (Posters)
- April 05, 2017
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- CONFERENCE (DOMESTIC)
- Finding and Suggesting Alternative Verbal Queries from Community Q&A Corpus
- Pothirattanachaikul Suppanut(Kyoto University), Takehiro Yamamoto (Kyoto University), Sumio Fujita, Akira Tajima, Katsumi Tanaka(Kyoto University)
- 第9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 06, 2017
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- CONFERENCE (DOMESTIC)
- クリックに基づく選好グラフを用いたバーティカル適合性推定
- 門田見 侑大(早稲田大学), 吉田 泰明, 藤田 澄男, 酒井 哲也(早稲田大学)
- 第9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 06, 2017
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- CONFERENCE (INTERNATIONAL)
- Overview of the NTCIR-12 IMine-2 Task
- Takehiro Yamamoto (Kyoto Univ.), Yiqun Liu , Min Zhang (Tshingha Univ.), Zhicheng Dou (Renmin Univ.), Ke Zhou (Yahoo Inc.), Ilya Markov (Amsterdam Univ.), Makoto P. Kato, Hiroaki Ohshima (Kyoto Univ.), Sumio Fujita
- The 12th NTCIR Conference
- June 07, 2016
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- CONFERENCE (INTERNATIONAL)
- Overview of the NTCIR-12 MobileClick-2 Task
- Makoto P. Kato (Kyoto Univ.), Tetsuya Sakai (Waseda Univ.), Takehiro Yamamoto (Kyoto Univ.), Virgil Pavlu (Northeastern Univ.), Hajime Morita (Kyoto Univ.), Sumio Fujita
- The 12th NTCIR Conference
- June 07, 2016
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- CONFERENCE (INTERNATIONAL)
- YJST at the NTCIR-12 IMine-2 Task
- Yasuaki Yoshida, Hideyuki Maeda, Tatsuhiro Niwa, Sumio Fujita
- The 12th NTCIR Conference
- June 07, 2016
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- CONFERENCE (INTERNATIONAL)
- YJST at the NTCIR-12 MobileClick-2 Task
- Yuya Ozawa, Taichi Yatsuka, Sumio Fujita
- The 12th NTCIR Conference
- June 07, 2016
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- CONFERENCE (DOMESTIC)
- クラウドソーシングによる重要ニュース選択
- 高濱 隆輔(京都大学), 馬場 雪乃(京都大学), 清水 伸幸, 藤田 澄男, 鹿島 久嗣(京都大学)
- 2016年度人工知能学会全国大会(第30回)
- June 06, 2016
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- CONFERENCE (DOMESTIC)
- コンテキスト付き検索ログを用いた要求ヴァーティカルの分析
- 門田見 侑大(早大), 吉田 泰明, 藤田 澄男, 酒井 哲也(早大)
- 第8回データ工学と情報マネジメントに関するフォーラム
- February 29, 2016
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- CONFERENCE (INTERNATIONAL)
- Extracting Patterns of Search Queries via Pairwise Coupled
- Takuya Konishi(NII), Takuya Ohwa(NII), Sumio Fujita, Kazushi Ikeda(NAIST)), Kohei Hayashi(NII)
- WSDM 2016
- February 22, 2016
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- CONFERENCE (INTERNATIONAL)
- Who stays longer community QA Media? - User Behavior Analysis in cQA -
- Yoshiyuki Shoji(Kyoto Univ.), Sumio Fujita, Akira Tajima and Katsumi Tanaka(Kyoto Univ.)
- The 7th International Conference on Social Informatics
- December 02, 2015
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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