高山 毅
Takayama Tsuyoshi

 
 
職名 教授
略歴
1995年3月 筑波大学大学院博士課程工学研究科電子・情報工学専攻修了 博士(工学)
1995年7月 広島市立大学情報科学部情報工学科助手
1998年4月 岩手県立大学ソフトウェア情報学部講師
2002年4月 岩手県立大学ソフトウェア情報学部助教授
2007年4月 岩手県立大学ソフトウェア情報学部准教授
2010年4月

2012年3月
岩手県立大学学生支援本部副本部長を兼務
2013年4月 尾道市立大学経済情報学部教授
所属学会 情報処理学会、電子情報通信学会、日本データベース学会、ACM、IEEE Computer Society、人工知能学会、観光情報学会、ITS Japan、地理情報システム学会
研究テーマ 活用指向(=気がきく)データベース設計
(1) データベースを用いた観光情報システム
(2) データベースからの知識発見、レコメンデーション
(3)ITS(高速交通システム)のためのデータベース
担当科目 情報活用基礎II、プログラミングII、プログラミングII実習、プログラミングI実習、基礎演習I
ゼミナール紹介 「活用指向(=気がきく)データベース設計」の研究を進めています。データベースを基盤とする応用システムは多種多様に存在し得ますが、「有用性があり」「気がきくと言えるほどに柔軟性がある」情報活用となるためには、教科書等では論じられていない、対象領域ごとの微妙なチューニングが不可欠なためです。
(1)データベースを用いた観光情報システム
(2)データベースからの知識発見,レコメンデーション
(3)ITS(高度交通システム)のためのデータベース
等が研究テーマの候補となる分野ですが、学生さんの興味にしたがって受け皿の幅を広く構え、学生さんにとっての一生に一度の卒業論文/修士論文を満足度高く取り組めるように支援したいと考えています。
自己紹介 広島市立大学、岩手県立大学に奉職し、15年ぶりに広島県へ戻ってきました。何事も、大学の中でしか通用しない「机上の空論」では意味がないと考えています。実社会での状況を想定し、「こういう状況に置かれた場合、どうするのが良いのか」、「こうすることが、どう役立つのか」等を、学生さんと一緒に考えていくのが私のポリシーです。
業績 (最近の主な published papers)
(1) T. Takayama, M. Etsumori, N. Sato, and Y. Murata: "On Picking up Method of Expectable Customers in Recommendation," NAUN International Journal of Systems Engineering, Applications and Development, Vol.7, Issue 1, pp.13-21, 2013.
(2) J. Wu, T. Takayama, N. Sato, and Y. Murata: "Improvement of Recommendation List Effectiveness Using Familiarity," NAUN International Journal of Systems Engineering, Applications and Development, Vol.7, Issue 1, pp.22-32, 2013.
(3) T. Takayama, S. Kikuchi, Y. Murata, N. Sato, and T. Ikeda:"An Efficient Method for Odor Retrieval," Springer LNAI (Lecture Notes in Artificial Intelligence)6889, Springer-Verlag Berlin Heidelberg, pp.160-172, 2011.
(4) T. Takayama, K. Matsumoto, A. Kumagai, N. Sato, and Y. Murata: “Waiting/Cruising Location Recommendation for Efficient Taxi Business,” NAUN International Journal of Systems Applications, Engineering and Development, Vol.5, Issue2, pp.224-236, 2011.
(5) Y. Murata, T. Takayama, N. Sato, and K. Kikuchi: “Proposal of a Next Generation Network Architecture Based on Web Service Technology,” IEICE Transactions on Communications, Vol.E94-B, No.6, pp.1617-1620, 2011.
(6) T. Takayama, T. Ikeda, H. Oguma, R. Miura, Y. Murata, and N. Sato: “Recommendation Method That Considers the Context of Product Purchases,” WSEAS Transactions on Information Science and Applications, Issue10, Vol.6, pp.1687-1696, 2009.
(7) T. Takayama, A. Oki, H. Fukada, Y. Murata, N. Sato, and T. Ikeda: “Study on Pseudo Update of Building Shape in Road Ledger Digital Map,” WSEAS Transactions on Information Science and Applications, Issue7, Vol.5, pp.1282-1291, 2008.
(8) 高山毅,元田良孝,千葉力也,村田康之,恵津森真仁,村田嘉利,池田哲夫,佐藤永欣,佐野嘉彦:“プローブパーソンによる集合知を用いた路面凍結情報提供方式の提案と評価”,情報処理学会論文誌,Vol.49, No.7, pp.2549-2573, 2008.
(9) 木浪孝治,池田哲夫,村田嘉利,高山毅,武田利明:“看護学分野の専門用語抽出手法の研究”,言語処理学会論文誌「自然言語処理」,Vol.15, No.3, pp.3-20, 2008.
(10) T. Takayama, S. Kikuchi, Y. Hashimoto, T. Ikeda, and Y. Murata: “Extended "2D-RIB" for Impression-Based Satisfactory Retrieval and its Evaluation,” Enformatica International Journal of Computer Science and Engineering, Vol. 1, No. 1, pp.24-30, 2007.
(11) 深田秀実, 三田地道明, 沖暁嗣, 池田哲夫, 高山毅, 山本英和, 阿部昭博:”地盤応答震度推定法を組み込んだ地震災害時初動活動支援システムの提案”, 情報処理学会論文誌, Vol. 48, No. 3, pp.1020-1037, 2007.
(12) T. Takayama, Y. Hashiba, S. Kikuchi, T. Ikeda, and Y. Murata: “Axes Rectifying Method of Music Impression Space for Impression-based Satisfactory Retrieval,” WSEAS Transactions on Computer Research, Issue 2, Vol. 2, pp.285-290, 2007.
(13) T. Takayama, H. Sasaki, and S. Kuroda: “Personalization by Relevance Ranking Feedback in Impression-based Retrieval for Multimedia Database,” Journal of Systematics, Cybernetics and Informatics, Vol.3, No.2, pp.85-89, 2006.
(14) 金子大輔, 高山 毅, 池田哲夫, 長内 亘:“Web文書のページタイプを用いた適応的分類と試作システムの評価”, 日本知能情報ファジィ学会誌「知能と情報」, Vol.18, No.2, pp.319-336, 2006.
(15) 高山 毅, 池田哲夫, 黒田成行, 武田 優: “固定数の感性語対の値の組合せによる音楽データベース検索のためのインタフェース'2D-RIB'”, 日本データベース学会論文誌DBSJ Letters, Vol.3, No.4, pp.29-32, 2005.

(最近の主な国際会議論文)
(1) T. Takayama, M. Etsumori, N. Sato, and Y. Murata: “Proposition and Evaluation of Expectable Customers Picking up Method in Recommendation,” Proceedings of the 14th WSEAS International Conference on Mathematical and Computational Methods in Science and Engineering (MACMESE '12), pp.157-161, 2012.
(2) J. Wu, T. Takayama, N. Sato, and Y. Murata: “Improving Effectiveness of Recommendation List and its Evaluation,” Proceedings of the 14th WSEAS International Conference on Mathematical and Computational Methods in Science and Engineering (MACMESE '12), pp.53-56, 2012.
(3) N. Sato, R. Takamagi, T. Takayama, and Y. Murata: “A Proposal of a Simplified Jumping Distance Measuring Method for Ski Jumper’s Motion Monitoring System using Terrestrial Magnetism Sensors,” Proceedings of the Workshops in AINA 2012, W-ITIS-S2.1, pp.1005-1010, 2012.
(4) A. Choho, N. Sato, T. Takayama, and Y. Murata: “A Proposal of Method for Suspicious Person Detection on P2P Security Camera Network System,” Proceedings of the Workshops in AINA 2012, W-FINA-S19.1, pp.399-405, 2012.
(5) S. Saito, Y. Murata, T. Takayama, and N. Sato: “An International Driving Simulator - Recognizing the Sense of a Car Body by the Simulator -,” Proceedings of the Workshops in AINA 2012, W-FINA-S12.1, pp.254-260, 2012.
(6) K. Kikuchi, Y. Murata, G. Chakraborty, T. Takayama, and N. Sato: “Location Information System for Access Points in the Heterogeneous Wireless Environment,” Proceedings of the Workshops in AINA 2012, W-HWISE-S4.4, pp.538-543, 2012.
(7) N. Sato, M. Oikawa, T. Takayama, and Y. Murata: “An Angle Measurement Method by Using Terrestrial Magnetism Sensors on a Ski Jumper's Motion Monitoring System,” Proceedings of the 14-th International Conference on Network-Based Information Systems (NBiS 2011), pp.60-67, Tirana, Albania. 2011.
(8) H. Sugawara, N. Sato, T. Takayama, and Y. Murata: “Early Evaluation of Road Width Estimation on Rapid Road Map Survey System Using GPS Trajectories as Collective Intelligence,” Proceedings of the 3rd International Workshop on Information Technology for Innovative Services (ITIS 2011), in conjunction with The 14th International Conference on Network-Based Information Systems (NBiS 2011), pp.547-552, 2011.
(9) N. Sato, K. Ueda, J. Suzuki, T. Ishikawa, T. Takayama, and Y. Murata: “A Design and Implementation of a Terrestrial Magnetism and Acceleration Sensor Device for Worker's Motion Tracing System,” Proceedings of the 3rd International Workshop on Information Technology for Innovative Services (ITIS 2011), in conjunction with The 14th International Conference on Network-Based Information Systems (NBiS 2011), pp.541-546, Tirana, Albania. 2011.
(10) T. Takayama, K. Matsumoto, A. Kumagai, N. Sato, and Y. Murata: “Waiting/Cruising Location Recommendation Based on Mining of Occupied Taxi Data,” Proc. of the 12th WSEAS International Conference on Mathematical and Computational Methods in Science and Engineering (MACMESE '10), pp.225-229, 2010.
(11) H. Sugawara, N. Sato, T. Takayama, Y. Murata: “A Road Location Estimating Method by Many Trajectories to Realize Rapid Map Survey for a Car Navigation System,” Proceedings of 2010 International Workshop on Symbiotic Computing and Multi-agent Systems (SCMAS2010) in conjunction with 2010 International Conference on Broadband, Wireless Computing, Communication and Applications (BWCCA2010), pp.806-811, 2010.
(12) M. Oikawa, N. Sato, T. Takayama, Y. Murata: “Design and Implementation of Ski Jumper’s Motion Monitor System by Terrestrial Magnetism and Acceleration Sensors,” Proceedings of the 13rd International Conference on Network-Based Information Systems (NBIS2010), pp.78-85, 2010.
(13) Y. Itoga, Y. Murata, T. Takayama, N. Sato, and N. Kikuchi: “A Proposal of an Authentication Method Based on Personal Difference of Gestures,” Proceedings of the Fourth IFIP WG11.11 International Conference on Trust Management (IFIPTM2010), pp.21-24, 2010.
(14) T. Takayama, T. Ikeda, H. Oguma, R. Miura, Y. Murata, and N. Sato: “Proposal and Evaluation of a Recommendation Technique That Considers the Context of Product Purchases,” Proceedings of the 9th WSEAS International Conference on Applied Informatics and Communications (AIC '09), pp.133-138, 2009.
(15) T. Takayama, A. Oki, H. Fukada, Y. Murata, N. Sato, and T. Ikeda: “Method of Pseudo Update for Building Shape in Road Ledger Digital Map and its Evaluation,” Proceedings of the 12th WSEAS International Conference on Systems, pp.553-556, 2008.
(16) Y. Murata, D. Sato, Y. Itoga, T. Takayama, N. Sato, and S. Horiguchi: “New Broadcasting System Combined with Radio Broadcasting and WWW,” Proceedings of the International Conference on Web Services, pp.567-569, 2008.
(17) Y. Murata, Y. Sato, T. Takayama, and N. Sato: “E-Government System Using an Integrated Call Center System and WWW,” accepted in the Workshop of 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, to be held on Dec. 9-12, 2008.
(18) T. Takayama, A. Kanaya, M. Ishiki, Y. Murata, K. Shida, T. Ikeda, and N. Satoh: “Hospital-Transportation Cooperation: Medical Treatment Scheduling Method Cooperated with Public Transport and Rural Hospital,” Proceedings of the 3rd WSEAS International Symposium on Data Mining and Intelligent Information Processing, pp.75-78, 2007.
(19) T. Takayama, T. Gotoh, M. Ishiki, T. Ikeda, Y. Murata, and N. Satoh: “Method of Hospital-Clinic Cooperation System not Prevented by Difference in Advance Level of IT,” Proceedings of the 8th International Symposium on Advanced Intelligent Systems (ISIS2007), pp.530-535, 2007.
(20) T. Takayama, Y. Hashiba, S. Kikuchi, T. Ikeda, and Y. Murata: “Axes Rectifying of Impression Space in Music Impression-based Retrieval and its Evaluation,” Proceedings of the WSEAS 6th International Conference on Artificial Intelligence, Knowledge Engineering, and Data Bases (AIKED07), pp.86-89, 2007.
(21) S. Kikuchi, Y. Hashimoto, T. Takayama, T. Ikeda, Y. Murata: “Extension and Evaluation of Interface "2D-RIB" for Impression-Based Retrieval,” Proceedings of the 15th International Conference on Computer and Information Science and Engineering (CISE 2006), pp.37-42, 2006.
(22) Y. Motoda, T. Takayama, T. Ikeda, Y. Sano, S. Abe, and R. Chiba: “Assessment of a Frozen Road Surface Information System by Public Demonstration,” Proceedings of the 12th World Congress on Intelligent Transport Systems, (CD-ROM), 2005.
(23) T. Gotoh, T. Takayama, M. Ishiki, and T. Ikeda: “A Support System to Consult Remote Another Doctor on Assessment and/or Medical Treatment Plan When a Doctor Has a Patient not in His/Her Major,” Proceedings of the International Conference on Computational Intelligence (ICCI2005), pp.221-224, 2005.