研究業績

2017年(3件)

[1] 清水良太郎, 坂元哲平,山下 遥,後藤正幸:"アンケートデータを考慮したECサイトの購買履歴分析モデルの提案",経営システム, Vol.27, No.2, pp.70-76, 2017年7月

[2] 藤原直広, 三川健太,後藤正幸:"閲覧及び購買行動を同時に表現するアスペクトモデルによる購買予測手法の提案",経営情報学会誌, Vol.26, No.1, pp.1-16, 2017年6月

[3] Haruka Yamashita, Masayuki Goto:"The analysis based on principal matrix decomposition for 3-mode binary data",Asian J. Management Science and Applications, Vol.3, No.1, pp.24-37, 2017年4月

2016年(3件)

[1] 後藤正幸,中澤 真,梅澤克之,藤原靖宏,井田安俊,岩村相哲:"ラーニングアナリティクスに基づく次世代ICT教育モデル",経営システム,Vol.26, No.3, pp.172-179, 2016年10月

[2] 上田雅夫: "ブランド連想ネットワークの経時的変化の理解", 行動計量学, Vol.43, No.1, pp.69 - 83, 2016年9月

[3] 三川健太,後藤正幸:"カテゴリ毎に異なる計量行列を用いた計量距離学習手法に関する一考察",日本経営工学会論文誌,Vol.66, No.4, pp.335-347, 2016年1月

2015年(3件)

[1] Masayuki Goto, Kenta Mikawa, Shigeichi Hirasawa, Manabu Kobayashi, Tota Suko, Shunsuke Horii:"A New Latent Class Model for Analysis of Purchasing and Browsing Histories on EC Sites", Industrial Engineering & Management Science, Vol.14, No.4, pp.335-346, 2015年12月

[2] 上田雅夫: "連想のつながりの強さによるブランド・イメージの理解 : 項目反応理論の段階反応モデルの活用", オペレーションズ・リサーチ : 経営の科学, Vol.60, No.12, pp.728-738, 2015年12月

[3] 酒井拓哉,三川健太,後藤正幸:"会員ステージに着目した優良顧客・離反顧客の特徴分析",経営システム,Vol.25, No.3, pp.182-187, 2015年10月

2016年(9件)

Masao Ueda: "Measurement of the Degree of Brand Purchase Intention by Using Reaction Time", The 17th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS 2016), No.295, Taipei, Taiwan, 2016年12月7-12月10日

Yuki Matsuzaki, Kenta Mikawa, Masayuki Goto: "Modeling customer purchase behavior based on page transitions by latent class model for customer segmentation", The 17th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS 2016), No.295, Taipei, Taiwan, 2016年12月7-12月10日

Kaitaro Endo, Haruka Yamashita, Masayuki Goto: "A coupon effect model considering behavior data", The 17th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS 2016), No.294, Taipei, Taiwan, 2016年12月7-12月10日

Seiya Nagamori, Haruka Yamashita, Masayuki Goto, Tairiku Ogihara: "An Analytic Model of Relation between Companies' Recruitment Activities and Number of Students' Application Based on Mixture Regression Model", The 17th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS 2016),No.150, Taipei, Taiwan, 2016年12月7-12月10日

Masayuki Goto, Manabu Kobayashi, Kenta Mikawa, Shigeichi Hirasawa: "A Bayes Prediction Algorithm for Model Class Composed of Several Subclasses", 2016 International Symposium on Information Theory and its Applications,Monterey, California, USA, 2016年10月30-11月2日

Masato Ninohira, Reona Suzuki, Haruka Yamashita, Masayuki Goto: "Customer clustering based on latent class model representing preference for item seasonality", The 7th Forum for Council of Industrial Engineering and Logistics Management Department Heads (CIEDH2016) & The 5th Institute of Industrial and Systems Engineering Asian Conference (IISEAsia2016), No.103, Hong Kong, 2016年7月21-22

Takumi Arai, Yusei Yamamoto, Kenta Mikawa, Masayuki Goto: "An Approximate Bayesian Prediction Algorithm Based on Ensemble Learning", The 7th Forum for Council of Industrial Engineering and Logistics Management Department Heads (CIEDH2016) & The 5th Institute of Industrial and Systems Engineering Asian Conference (IISEAsia2016), No.101, Hong Kong, 2016年7月21-22日

Teppei Sakamoto, Haruka Yamashita, Masayuki Goto, Tairiku Ogihara: "A Latent Class Model to Analyze the Relationship Between Companies’ Appeal Points and Students’ Reasons for Application", The 7th Forum for Council of Industrial Engineering and Logistics Management Department Heads (CIEDH2016) & The 5th Institute of Industrial and Systems Engineering Asian Conference (IISEAsia2016), No.109, Hong Kong, 2016年7月21-22日

Manabu Kobayashi, Masayuki Goto, Toshiyasu Matsushima, and Shigeichi Hirasawa: "Latent Class Model Analysis Based on the Variational Bayes", 2016 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'16), Honolulu, Hawaii, USA, 2016年3月6-9日

2015年(9件)

Kan Yamagami, Kenta Mikawa, Masayuki Goto, Tairiku Ogihara: "A Statistical Prediction Model of Students' Finishing Date on Job Hunting Using Internet Portal Sites Data", The 16th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS 2015), Ho Chi Minh City, Vietnam, 2015年12月8-11日

Shotaro Misawa, Kenta Mikawa, Masayuki Goto: "Adaptive Prediction Method Based on Alternating Decision Forests Considering Generalization Ability", The 16th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS 2015), Ho Chi Minh City, Vietnam, 2015年12月8-11日

Yusei Yamamoto, Kenta Mikawa, Masayuki Goto: "A Proposal for Classification of Document Data with Unobserved Categories Considering Latent Topics", The 16th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS 2015), Ho Chi Minh City, Vietnam, 2015年12月8-11日

Seiya Nagamori, Kenta Mikawa, Masayuki Goto, Tairiku Ogihara: "A Finish Date Prediction of Job Hunting based on User Clustering Approach considering Time Series Variation of Entry Tendencies", The 16th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS 2015), Ho Chi Minh City, Vietnam, 2015年12月8-11日

Yuki Matsuzaki, Kan Yamagami, Kenta Mikawa, Masayuki Goto: "Analysis of Customer Purchase Behavior by using Purchase History with Discount Coupon Based on Latent Class Model", The 16th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS 2015), Ho Chi Minh City, Vietnam, 2015年12月8-11日

Neona Suzuki, Kan Yamagami, Kenta Mikawa, Masayuki Goto: "Multi-valued Classification of Text Data based on ECOC Approach using Ternary Orthogonal Table", The 16th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS 2015), Ho Chi Minh City, Vietnam, 2015年12月8-11日

Kenta Mikawa, Manabu Kobayashi, Masayuki Goto, and Shigeichi Hirasawa: "A Study of Distance Metric Learning by Considering the Distances between Category Centroids", 2014 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC2015), CYB-03, City University of Hong Kong, Hong Kong, 2014年10月9-12日

Haruka Yamashita, Masayuki Goto: "An Analysis Based on Principal Matrix Decomposition for 3-mode Binary Data", 2015 Asian Conference of Management Science & Applications (ACMSA2015), No.42, 2015年9月12-14日

Zhang Qian, Haruka Yamashita, Kenta Mikawa, Masayuki Goto: "Analysis of Purchase History Data Based on a New Latent Class Model for RFM Analysis", 2015 Asian Conference of Management Science & Applications (ACMSA2015), No.39, 2015年9月12-14日

▲ページトップへ戻る