関西大学1part3

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DS Data Science in Business 27 3 14 17 14 17 The LifeCycle Group CyVi, University of Bordeaux

and what are the possibilities of integrating LCA data with Oxford Institute of Retail

Science and Technology Hong Kong Yale School of Management, Yale University USA School of

Zealand Academic Director Jonathan Reynolds Associate Professor Yasutora Watanabe Assistant

Jonathan Reynolds MFCA analysis Big data in UK retailing: issues and applications Recommending

Markets Towards Integration: Progress and Prospects in Sustainability Reporting The effect of

1 DS Data Science in Business The LifeCycle Group CyVi, University of Bordeaux France Professor Guido Sonnemann Life Cycle Assessment - LCA: What it is, why it needs big data and what are the possibilities of integrating LCA data with Oxford Institute of Retail Management, University of Oxford United Kingdom HKUST Business School, Hong Kong University of Science and Technology Hong Kong Yale School of Management, Yale University USA School of Management, University of Stirling USA Accounting and Finance, The University of Auckland New Zealand Academic Director Jonathan Reynolds Associate Professor Yasutora Watanabe Assistant Professor Kosuke Uetake Dr. Colin Dey Mr. David T. Y. Lau Prof. Guido Sonnemann & Prof. Jonathan Reynolds MFCA analysis Big data in UK retailing: issues and applications Recommending (Un) popular Products: A Field Experiment Using Vending Machines Signaling in Online Credit Markets Towards Integration: Progress and Prospects in Sustainability Reporting The effect of audit quality on management earnings forecasts: Evidence from Japan Assistant Prof. Kosuke Uetake & Dr. Colin Dey & Mr. David T. Y. Lau

2 Data Science Wrokshop : Frontiers of Sigital Marketing Prof. Jie Zhang How Bad is Shopping Cart Abandonment? An Investigation across Multiple Shopping Sessions Prof. Michel Wedel Short-Term Effects of Online Advertising on Brand Search Data Science Laboratory Member Eye-tracking Research Program in DS Lab 6 30 Prof. Jie Zhang & Prof. Michel Wedel 7 4 Prof. Michel Wedel & Jie Zhang Eye-tracking Research Program in DS Lab

3 DS Data Science in Business Prof. Jay Junghun Lee The Impact of International Takeover Laws on Corporate Resource Adjustments: Evidence from the Asymmetric Behavior of Selling, General, and Administrative Costs Prof. C.L Philip Chen Big Data challenges,techniques,and applications and how Deep Learning can be used Prof. Latchezar Hristov Innovation in Retailing; exploring meaning, practice and measurement through multiple case study analysis Accounting & Information team, Date Science Laboratory Model selection for financial statement analysis Distribution and Marketing & Information team,date Science Laboratory The Relationship between Automobile Densty and GDP im Each Country Prof. Jay junghun Lee & Prof. C.L Philip Chen & Prof. Latchezar Hristov Accounting & Information team Distribution and Marketing & Information team

4 JST-CREST DS IABD2016 Foundations of Innovative Algorithms for Big Data IABD

5 DS

IABD 2017 The 3rd International Workshop

Title: Transcriptional Regulatory Network

Petersburg State University Paper Title:

6 IABD 2017 The 3rd International Workshop on Innovative Algorithms for Big Data 30 November, 2017 Tokyo University Medical Science Institute Hospital Building A (New Hospital Building) 8th floor Conference Room Assistant Professor Gowtham Atluri University of Cincinnati Paper Title: Mining Relationships in Spatio-Temporal Data Assistant Professor Emily Miraldi Cincinnati Children's Hospital Paper Title: Transcriptional Regulatory Network Inference from Single-Cell Gene Expression Measurements Associate Professor Oleg Demchenko St. Petersburg State University Paper Title: Which product to buy next: factors behind customers' choice of purchase sequence DS Lab Participants

IABD 2018 The 4rd International Workshop on Innovative

Senriyama Campus Centenary Memorial Hall Professor IIan Newman

Personal View Dr. Jack Raymond D-Wave Systems Inc.

Professor Wing-Kai Hon National Tsing Hua University Paper

Variants Kentaro Sumigawa The University of Tokyo Paper Title:

Maritime University Paper Title: Applications of Network Science

7 IABD 2018 The 4rd International Workshop on Innovative Algorithms for Big Data 03 November, 2018 Kansai University Senriyama Campus Centenary Memorial Hall Professor IIan Newman University of Haifa Paper Title: Core-sets in BIG-DATA - My Personal View Dr. Jack Raymond D-Wave Systems Inc. Paper Title: Fast sampling with quantum annealing devices Professor Wing-Kai Hon National Tsing Hua University Paper Title: An Introduction of Burrows-Wheeler Transform and Its Variants Kentaro Sumigawa The University of Tokyo Paper Title: Storing Partitions in Sublinear Space Professor Yi Zuo Dalian Maritime University Paper Title: Applications of Network Science for Business and Marketing Yuta Kaneko Kansai University Paper Title: Data Science for Analysis of Path Data in Marketing 31

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26 海外での情報発信状況 ~ 当研究プロジェクト主催の国際ワークショップ国際会議招待セッションなど ~ 名称開催日会場セッション名またはテーマ発表者 / 発表テーマ 18th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems The 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC2014) 平成 26 年 9 月 15 日 ~17 日 Gdynia, Poland Data Science for Big Data 平成 26 年 10 月 5 日 ~8 日 San Diego, USA Data Science for Big Data Natsuki Sano, Katsutoshi Yada. "Evaluation of price elasticity and brand loyalty in milk products" Katsutoshi Yada. "Consumer purchasing behavior extraction using statistical learning theory" Natsuki Sano "Efficient Parameter Selection for Support Vector Regression Using Orthogonal Array". Katsutoshi Yada. "Using Bayesian Network for Purchase Behavior Prediction from RFID Data". IEEE International Workshop on Data Mining for Service (DMS2014) 平成 26 年 12 月 14 日 Shenzhen, China Data Mining for Service 司会矢田勝俊 19th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems 平成 27 年 9 月 7 日 ~9 日 Singapore, Singapore Data Science for Big Data Natsuki Sano, Katsutoshi Yada. "Recommendation system for grocery store considering data sparsity" Ken Ishibashi Verification of effect on next purchase when many vice category products are brought Yuta Kaneko Visualization System for Shopping Path IEEE International Workshop on Data Mining for Service (DMS2015) 平成 27 年 11 月 14 日 Atlantic City, NJ, USA Data Mining for Service Zhen Li and Katsutoshi Yada "Why Do Retailers End Price Promotions: A Study on Duration and Profit Effects of Promotion" MISNC2016 平成 28 年 8 月 15 日 ~17 日 Kean University Campus, New Jersey, USA Data Mining for Marketing in the Real World Katsutoshi Yada "Data mining for marketing in the real world" Natsuki Sano, Tomomichi Suzuki, Reo Tsutsui, Katsutoshi Yada "Clustering of customer shopping paths in Japanese grocery stores" 20th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems 平成 28 年 9 月 5 日 ~7 日 York, UK Data Science for Big Data Ken Ishibashi, Takuya Iwasaki, Shota Otomasa, Katsutoshi Yada "Model selection for financial statement analysis: Variable selection with data mining technique" Yuta Kaneko, Katsutoshi Yada "Fractal Dimension of Shopping Path: Influence on Purchase Behavior in a Supermarket" The 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC2016) 平成 28 年 10 月 9 日 ~12 日 Budapest, Hungary Data Mining for Service Katsutoshi Yada, Yi Zuo "Information Systems for Design and Marketing" APWC on CSE 2016 平成 28 年 12 月 5 日 ~6 日 Denarau Island, Fiji Computer Science and Engineering Zhen Li, Ken Ishibashi, Yuta Kaneko, Kei Miyazaki,. Hiromi Shioji, Katsutoshi Yada "Vehicle Ownership and Economic Development" Yi Zuo, Katsutoshi Yada, A B M Shawkat Ali "Prediction of Consumer Purchasing in a Grocery Store Using Machine Learning Techniques" IEEE International Workshop on Data Mining for Service (DMS2016) 平成 28 年 12 月 12 日 Barcelona, Spain Data Mining for Service Yuta Kaneko and Katsutoshi Yada "A Deep Learning Approach for the Prediction of Retail Store Sales" MISNC2017 平成 29 年 7 月 17 日 ~19 日 Bangkok, Thailand Data Mining for Marketing in the Real World Wai Tik So, Katsutoshi Yada "A Framework of Recommendation System Based on In-store Behavior" 50

27 名称開催日会場セッション名またはテーマ発表者 / 発表テーマ 21th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems 平成 29 年 9 月 6 日 ~8 日 Marseille, France Data Science for Big Data Yuta Kaneko, Shinya Miyazaki, Katsutoshi Yada "The Influence of Customer Movement between Sales Areas on Sales Amount: A Dynamic Bayesian Model of the In-store Customer Movement and Sales Relationship" Natsuki Sano, Fuminori Kimura "Estimation of customer questionnaire responses from purchase transaction data using canonical correlation analysis" The 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC2017) 平成 29 年 10 月 5 日 ~8 日 Banff, Canada Information Systems for Design and Marketing Ken Ishibashi, Takuya Iwasaki,Shota Otomasa, "Model selection for financial statement analysis: Comparison of models developed by using data mining technique" Yi Zuo and Y. Kajikawa "An Analysis of Hierarchical Clustering for Supply Network at Central Region in Japan" IEEE International Workshop on Data Mining for Service (DMS2017) 平成 29 年 11 月 18 日 ~21 日 New Orleans, USA Data Mining for Service Pierre-Yves Donz, Ken Ishibashi, Bo Wu, Yuta Kaneko, Kei Miyazaki, and Keiji Takai The global distribution of watches: a network analy- sis of trade relations. Katsutoshi Yada, Kei Miyazaki, Keiji Takai and Kohei Ichikawa A Framework of ASP for Shopping Path Analysis Takashi Washio Measurement Oriented Machine Learning for Advanced Sensing Technologies APWC on CSE 2017 平成 29 年 12 月 11 日 ~13 日 Mana Island, Fiji Computer Science and Engineering Yuta Kaneko and Katsutoshi Yada Do Sales Promotions Affect Dynamic Changes in Sales Outcomes: Estimation of Dynamic State of Product Sales Bo Wu and Katsutoshi Yada The Effect of Crowding on Visit Ratio at an Product Area: Based on RFID Data in a Japanese Supermarket 51

（單位名稱）大事記---96學年度(96

（單位名稱）大事記---96學年度(96 102 年 7 月科學樓 D303 教室整修工程竣工 102 年 8 月數學樓外牆整修工程竣工大事記 ---102 學年度 (102.8.1-103.7.31) 科學樓增設無障礙電梯工程委託規劃設計監造技術服務上網招標決標求真樓 2 樓空間整修工程開工提報教育