服部,三澤,石川,高間,価値観モデルを適用した協調フィルタリングによるハイブリッド型推薦手法,知能と情報,Vol. 29, No. 4, pp. 628-636, 2017.8.
Y. Takama, W. Sasaki, T. Okumura, C. Yu, L. Chen, H. Ishikawa, Walking Route Recommender for Supporting a Walk as Health Promotion, IEICE Trans. on Information and Systems, Vol. E100-D, No.4, pp.671-681, 2017.4.
高間,藤本,山口,新田,寄崎,糀谷,介護老人福祉施設におけるセンサログを用いた介護スタッフ・入居者の活動分析,知能と情報,Vol. 29, No. 4, pp. 619-627, 2017.8.
J. Botzheim, Y. Takama, E. Sato-Shimokawara, N. Kubota, T. Yamaguchi, From Human-Centric Systems to Community-Centric Systems, International Journal of Artificial Life Research (IJALR), Vol. 7, No. 1, pp. 1-23, 2017.6.
柴田,高間,スポット推薦を伴う経路推薦手法の提案,第18回SIGAM研究会, pp. 40-46, 2018.3.
学会発表(国際)
Y. Takama, Analysis of Social Big Data for Community-Centric AI, AI Forum 2017, 2017.4
H. Shibata, Y. Takama, Behavior Analysis of RBM for Estimating Latent Factor Vectors from Rating Matrix, ICIEV2017, PID15, 2017.
Y. Takama, Y. Chen, R. Misawa, H. Ishikawa, Potential of Personal Values-Based User Modeling for Long Tail Item Recommendation, IWACIII2017, AS1-3-2, 2017.11.
Y. Shiraishi, Y. Takama, Proposal on Matrix-Based Collaborative Filtering Using Personal Values, IWCIA2017, pp. 55-60, 2017.11.
Y. Sakamoto, Y. Takama, Proposal of Sentiment-based Tourist Spot Recommendation System Using RDF Database, IWCIA, pp. 61-66, 2017.11.
P. Cheng, K. Kobayashi, T. Hashimoto, K. Saito, Y. Takama, Application of List-wise Rank Learning to Property Search for Renovation, TAAI2017, No. 35, 2017.12.
Y. Takama, K. Yamaguchi, L. Chen, H. Ishikawa, Introduction of Sparkline as Snippet to Context Search Engine Result Page, TAAI2017, No. 21, 2017.12.
L. Chen, H. Hung, C. Chen, H. Wu, Y. Takama, T. Yamaguchi, 3D Visualization of Earthquake Big Data, TAAI2017, No. 86, 2017.12.
Y. Takama, S. Shimizu, H. Ishikawa, Personal Values-based User Modeling from Browsing History of Reviews, ACM IUI2018 Workshop on WII2018, WII07, 2018.3.
Best Paper Award: Y. Takama, Y. Chen, R. Misawa, H. Ishikawa, Potential of Personal Values-Based User Modeling for Long Tail Item Recommendation, IWACIII2017, AS1-3-2, 2017.11.