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
-
- WORKSHOP (INTERNATIONAL)
- KASYS at the NTCIR-16WWW-4 Task
- Kota Usuha (Tsukuba univ.), Kohei Shinden (Tsukuba univ.), Makoto P. Kato (Tsukuba univ.), Sumio Fujita
- The 16th NTCIR Conference Evaluation of Information Access Technologies
- June 14, 2022
-
- JOURNAL (INTERNATIONAL)
- Doc2vec-Based Approach for Extracting Diverse Evaluation Expressions from Online Review Data
- Kosuke Kurihara, Yoshiyuki Shoji (Aoyama Gakuin univ.), Sumio Fujita, Martin J. Dürst (Aoyama Gakuin univ.)
- Journal of Data Intelligence
- June 01, 2022
-
- CONFERENCE (DOMESTIC)
- ECサイトでのカメラ購買前後におけるWeb 検索クエリの時系列分析
- 河田 友香 (兵庫県立大), 山本 岳洋 (兵庫県立大), 大島 裕明 (兵庫県立大), 柳田 雄輝 (筑波大学), 加藤 誠 (筑波大学), 藤田澄男
- 第14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 27, 2022
-
- CONFERENCE (DOMESTIC)
- 個人の投稿したランキングを用いたBERTによる映画のキーワード検索
- 宮下 天祥 (青学大), 莊司 慶行 (青学大), 藤田 澄男, Martin J. Dürst (青学大)
- 第14回データ工学と情報マネジメントに関するフォーラム(第20回日本データベース学会年次大会)
- February 27, 2022
-
- CONFERENCE (DOMESTIC)
- 検索行動に基づく購買満足度の関係分析
- 柳田 雄輝 (筑波大), 加藤 誠 (筑波大), 河田 友香 (兵庫県立大), 山本 岳洋 (兵庫県立大), 大島 裕明 (兵庫県立大), 藤田 澄男
- 第14回データ工学と情報マネジメントに関するフォーラム(第20回日本データベース学会年次大会)
- February 27, 2022
-
- CONFERENCE (DOMESTIC)
- 著者に注目した映画レビュー推薦に適した言語モデルの生成
- 吉田 修平 (青学大), 莊司 慶行 (青学大), 藤田 澄男, Martin J. Dürst (青学大)
- 第14回データ工学と情報マネジメントに関するフォーラム(第20回日本データベース学会年次大会)
- February 27, 2022
-
- CONFERENCE (DOMESTIC)
- 質問生成と機械読解に基づく情報検索アルゴリズム
- 薄羽 皐太 (筑波大), 加藤 誠 (筑波大), 藤田 澄男
- 第14回データ工学と情報マネジメントに関するフォーラム(第20回日本データベース学会年次大会)
- February 27, 2022
-
- JOURNAL (INTERNATIONAL)
- Prediction of Age-Adjusted Mortality From Stroke in Japanese Prefectures by Search Engine Query: An Ecological Study
- Kazuya Taira (Kyoto univ.), Sumio Fujita
- JMIR Formative Research
- January 20, 2022
-
- JOURNAL (INTERNATIONAL)
- Predicting the Number of Suicides in Japan: A Vector Autoregression Time Series Model Using Internet Search Queries
- Kazuya Taira (Kyoto univ.), Rikuya Hosokawa (Kyoto univ.), Tomoya Itatani (Kanazawa univ.), Sumio Fujita
- JMIR Public Health and Surveillance
- December 03, 2021
-
- CONFERENCE (INTERNATIONAL)
- Doc2Vec-based Approach for Extracting Diverse Evaluation Expressions from Online Review Data
- Kosuke Kurihara, Yoshiyuki Shoji (Aoyama Gakuin univ.), Sumio Fujita, Martin J. Dürst (Aoyama Gakuin univ.)
- The 23rd International Conference on Information Integration and Web Intelligence
- November 29, 2021
-
- CONFERENCE (INTERNATIONAL)
- Learning to Rank-based Approach for Movie Search by Keyword Query and Example Query
- Kosuke Kurihara, Yoshiyuki Shoji (Aoyama Gakuin univ.), Sumio Fujita, Martin J. Dürst (Aoyama Gakuin univ.)
- The 23rd International Conference on Information Integration and Web Intelligence
- November 29, 2021
-
- CONFERENCE (INTERNATIONAL)
- What Makes a Review Encouraging: Feature Analysis of User Access Logs in a Large-scale Online Movie Review Site
- Kakeru Ito (Aoyama Gakuin univ.), Yoshiyuki Shoji (Aoyama Gakuin univ.), Sumio Fujita, Martin J. Dürst (Aoyama Gakuin univ.)
- The 23rd International Conference on Information Integration and Web Intelligence
- November 29, 2021
-
- CONFERENCE (INTERNATIONAL)
- TKB48 at TREC 2021 Conversational Assistance Track
- Yubo Fang (University of Tsukuba), Hideo Joho (University of Tsukuba), Sumio Fujita
- TEXT RETRIEVAL CONFERENCE 2021
- November 15, 2021
-
- CONFERENCE (INTERNATIONAL)
- TKB48 at TREC 2021 Fairness Ranking Track
- Zhuoqi Jin (University of Tsukuba), Hideo Joho (University of Tsukuba), Sumio Fujita
- TEXT RETRIEVAL CONFERENCE 2021
- November 15, 2021
-
- CONFERENCE (INTERNATIONAL)
- TKB48 at TREC 2021 News Track
- Lirong Zhang (University of Tsukuba), Hideo Joho (University of Tsukuba), Sumio Fujita
- TEXT RETRIEVAL CONFERENCE 2021
- November 15, 2021
-
- CONFERENCE (DOMESTIC)
- がん検診に関するW E B検索動向とがん検診受診率,年齢調整罹患率,年齢調整死亡率の関連について
- 平 和也 (京大), 細川 陸也 (京大), 藤田 澄男, 塩見 美抄 (京大)
- 第13回日本ヘルスコミュニケーション学会学術集会
- September 29, 2021
-
- CONFERENCE (INTERNATIONAL)
- LGTM: A Fast and Accurate kNN Search Algorithm in High-dimensional Spaces
- Yusuke Arai (Osaka univ.), Daichi Amagata (Osaka univ.), Sumio Fujita, Takahiro Hara (Osaka univ.)
- The 32nd International Conference on Database and Expert Systems Applications
- September 28, 2021
-
- JOURNAL (INTERNATIONAL)
- Measuring Public Concern About COVID-19 Through Search Queries: An Infodemiology Study
- Zhiwei Gao (NAIST), Sumio Fujita, Nobuyuki Shimizu, Kongmeng Liew (NAIST), Taichi Murayama (NAIST), Shuntaro Yada (NAIST), Shoko Wakamiya (NAIST), Eiji Aramaki (NAIST)
- JMIR Public Health and Surveillance
- July 20, 2021
-
- CONFERENCE (INTERNATIONAL)
- BanditRank: Learning to Rank Using Contextual Bandits
- Phanideep Gampa (IIT Varanasi), Sumio Fujita
- the 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining
- May 11, 2021
-
- JOURNAL (INTERNATIONAL)
- Predicting Regional Influenza Epidemics with Uncertainty Estimation using Commuting Data in Japan
- Taichi Murayama (NAIST), Nobuyuki Shimizu, Sumio Fujita, Shoko Wakamiya (NAIST), Eiji Aramaki (NAIST)
- PLOS ONE
- April 22, 2021