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Elucidation of external stimuli effect on transient state of consumers' purchase process

Research Project

Project/Area Number 19K01945
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 07090:Commerce-related
Research InstitutionChuo University

Principal Investigator

NAMATAME TAKASHI  中央大学, 理工学部, 教授 (10318222)

Project Period (FY) 2019-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2021: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2020: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2019: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords購買行動 / 過渡状態 / 外部刺激 / 探索行動 / 消費者間ネットワーク / マーケティング / 消費者行動 / モデル分析
Outline of Research at the Start

消費者は日々,外部より様々な情報を取得しながらどのような商品を購入すべきかといった様々な意思決定を行っています.しかし,そうした意思決定はすぐに行われるわけではなく,いろいろ迷ったり調べたりしながら自分が納得する商品にたどり着きます.本研究では,購買までの様々な段階においてどのような情報が影響を与えるのかについて解明することを目的とします.

Outline of Final Research Achievements

In this study, we focus on consumer behavior process and conduct theoretical and empirical analysis on what external stimuli influence to purchase behavior decision in the consumer behavior pre- and post-purchase. In particular, through some experiments, we were able to clarify the exploratory behavior of the pre-purchase process and how information transmission in the consumer network affected the connection between consumers.
Furthermore, by analyzing the relationship between purchasing behavior and the prices, the pattern of information transmission on word-of-mouth sites, etc., consumers evaluated the purchasing deciding factors from multiple perspectives.

Academic Significance and Societal Importance of the Research Achievements

本研究の学術的成果としては,インターネットが普及以降,購買行動が変容し,特に情報の利用方法が大きく変わったことに関して,購買前と購買後の消費者の情報受発信行動に焦点をあて情報の種類やパターンにより購買に対してどのように影響が異なるのかを研究した点にある.
社会的意義としては,企業や小売店が消費者への適切なプロモーションやコミュニケーションをどのように進めるべきかについての有用な情報が発信できた点にある.特に,店舗づくりやプロモーション方法は以前と比べて大きく様変わりしつつあり,現代の市場においてどのような情報発信やコミュにケーションが求められるかの知見を得られたことは社会的な意義である.

Report

(4 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Research-status Report
  • 2019 Research-status Report
  • Research Products

    (71 results)

All 2022 2021 2020 2019

All Journal Article (27 results) (of which Peer Reviewed: 27 results,  Open Access: 4 results) Presentation (44 results) (of which Int'l Joint Research: 25 results)

  • [Journal Article] Study on Specifying Effective Keywords for Google Shopping Ads -Using Ad Impression Data and Social Media Information-2022

    • Author(s)
      Y. Kitajima, S. Nakao, K. Otake and T. Namatame
    • Journal Title

      International Journal of Strategic Management

      Volume: 22 Issue: 1 Pages: 19-31

    • DOI

      10.18374/ijsm-22-1.2

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Evaluation of Consumer Network Structure for Cosmetic Brands on Twitter2022

    • Author(s)
      Y. Kitajima, K. Otake and T. Namatame
    • Journal Title

      International Journal of Advanced Computer Science and Applications

      Volume: 13 Pages: 46-55

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Research on the Relationship between Exploratory Behavior and Consumer Values using Eye Tracking Gaze Data2021

    • Author(s)
      M. Nonaka, K. Otake and T. Namatame
    • Journal Title

      International Journal of Advanced Computer Science and Applications

      Volume: 12 Pages: 9-16

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Estimation of Consumer Needs Using Review Data in Hotel Industry2021

    • Author(s)
      S. Miyake, K. Otake, T. Uetake and T. Namatame
    • Journal Title

      HCI International 2021 - Posters

      Volume: CCIS 1421 Pages: 431-438

    • DOI

      10.1007/978-3-030-78645-8_55

    • ISBN
      9783030786441, 9783030786458
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Customer Visit Prediction Using Purchase Behavior and Tendency2021

    • Author(s)
      R. Saito, K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media: Applications in Marketing

      Volume: LNCS 12775 Pages: 120-129

    • DOI

      10.1007/978-3-030-77685-5_10

    • ISBN
      9783030776848, 9783030776855
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Verification of Probabilistic Latent Semantic Analysis Clustering Solution Stability and Proposal of Optimal Initial Values Setting Method2021

    • Author(s)
      S. Terasawa, K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media: Applications in Marketing

      Volume: LNCS 12775 Pages: 130-146

    • DOI

      10.1007/978-3-030-77685-5_11

    • ISBN
      9783030776848, 9783030776855
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Prediction for Private Brand Items Purchase Behavior of Hair Salons Using Bayesian Survival Analysis2021

    • Author(s)
      Y. Katagiri, K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media: Applications in Marketing

      Volume: LNCS 12775 Pages: 98-109

    • DOI

      10.1007/978-3-030-77685-5_8

    • ISBN
      9783030776848, 9783030776855
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Evaluation of Cooking Recipes Using Their Texts and Images2021

    • Author(s)
      M. Nonaka, K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media: Experience Design and Social Network Analysis

      Volume: LNCS 12774 Pages: 312-322

    • DOI

      10.1007/978-3-030-77626-8_21

    • ISBN
      9783030776251, 9783030776268
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of User Relationships on Cooking Recipe Site Using Network Structure2021

    • Author(s)
      Y. Kitajima, K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media: Experience Design and Social Network Analysis

      Volume: LNCS 12774 Pages: 284-300

    • DOI

      10.1007/978-3-030-77626-8_19

    • ISBN
      9783030776251, 9783030776268
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Evaluation of the Diffusion Phenomenon using Information from Twitter2020

    • Author(s)
      K. Otake and T. Namatame
    • Journal Title

      International Journal of Advanced Computer Science and Applications

      Volume: 11 Pages: 116-121

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Analysis of the Exposing Media Pattern that Affect Accessing Own Website2020

    • Author(s)
      Y. Katagiri, K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media

      Volume: LNCS 12194 Pages: 551-567

    • DOI

      10.1007/978-3-030-49570-1_39

    • ISBN
      9783030495695, 9783030495701
    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Study on the Similarity of Fashion Brands Using Consumer Relationship and Consumer Sense2020

    • Author(s)
      Y. Kitajima, K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media

      Volume: LNCS 12195 Pages: 325-335

    • DOI

      10.1007/978-3-030-49576-3_24

    • ISBN
      9783030495756, 9783030495763
    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Analysis of Consumer Community Structure and Characteristic Within Social Media2020

    • Author(s)
      S. Miyake, K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media

      Volume: LNCS 12195 Pages: 336-354

    • DOI

      10.1007/978-3-030-49576-3_25

    • ISBN
      9783030495756, 9783030495763
    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Analysis of Fashion Market Trend Using Advertising Data of Shopping Information Site2020

    • Author(s)
      R. Saito, K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media

      Volume: LNCS 12195 Pages: 389-400

    • DOI

      10.1007/978-3-030-49576-3_28

    • ISBN
      9783030495756, 9783030495763
    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Comparison of the Purchasing Behavior for Oneself or Other Using Eye Tracking Gaze Data2020

    • Author(s)
      M. Nonaka, K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media

      Volume: LNCS 12195 Pages: 374-388

    • DOI

      10.1007/978-3-030-49576-3_27

    • ISBN
      9783030495756, 9783030495763
    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Proposal of Loyal Customer Discriminant Model Based on RFM Concept -Empirical Analysis using Golf EC Site Data-2020

    • Author(s)
      H. OIKAWA K. OTAKE and T. NAMATAME
    • Journal Title

      日本ソーシャルデータサイエンス学会論文誌

      Volume: 4 (2) Pages: 25-32

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Analysis of Consumer Community Structure within Social Media -A Case Study of Competing Brands in Japanese Fashion Market-2019

    • Author(s)
      S. Miyake K. Otake and T. Namatame
    • Journal Title

      International Journal of Strategic Management

      Volume: 19 (2) Pages: 65-80

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Extraction of Product Features from Customer’s Perspective Using User Review at the Golf EC Site2019

    • Author(s)
      R. Takahashi T. Namatame and K. Otake
    • Journal Title

      Social Computing and Social Media. Communication and Social Communities. HCII 2019

      Volume: 11579 Pages: 486-484

    • DOI

      10.1007/978-3-030-21905-5_38

    • ISBN
      9783030219048, 9783030219055
    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Analysis of the Characteristic Behavior of Loyal Customers on a Golf EC Site2019

    • Author(s)
      Y. Su K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media. Communication and Social Communities. HCII 2019

      Volume: 11579 Pages: 475-485

    • DOI

      10.1007/978-3-030-21905-5_37

    • ISBN
      9783030219048, 9783030219055
    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Purchase and Its Sign Analysis from Customer Behaviors Using Deep Convolutional Neural Networks2019

    • Author(s)
      S. Saito K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media. Communication and Social Communities. HCII 2019

      Volume: 11579 Pages: 464-474

    • DOI

      10.1007/978-3-030-21905-5_36

    • ISBN
      9783030219048, 9783030219055
    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Study on the Relationship Between Loyalty Program and Consumer Behavior on EC Site2019

    • Author(s)
      Y. Nakasatomi T. Namatame and K. Otake
    • Journal Title

      Social Computing and Social Media. Communication and Social Communities. HCII 2019

      Volume: 11579 Pages: 434-443

    • DOI

      10.1007/978-3-030-21905-5_33

    • ISBN
      9783030219048, 9783030219055
    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Analysis of Characteristics of Golf Course Using User Review at Golf Portal Site2019

    • Author(s)
      M. Izawa T. Namatame and K. Otake
    • Journal Title

      Social Computing and Social Media. Communication and Social Communities. HCII 2019

      Volume: 11579 Pages: 392-402

    • DOI

      10.1007/978-3-030-21905-5_30

    • ISBN
      9783030219048, 9783030219055
    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Analysis of the Characteristics of Customer Defection on a Hair Salon Considering Individual Differences2019

    • Author(s)
      M. Iwata K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media. Communication and Social Communities. HCII 2019

      Volume: 11579 Pages: 378-391

    • DOI

      10.1007/978-3-030-21905-5_29

    • ISBN
      9783030219048, 9783030219055
    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Reciprocal Customer Transfer Analysis at Golf Course Reservation Service and Golf Goods EC Site2019

    • Author(s)
      K. Hirota K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media. Communication and Social Communities. HCII 2019

      Volume: 11579 Pages: 361-377

    • DOI

      10.1007/978-3-030-21905-5_28

    • NAID

      130007771510

    • ISBN
      9783030219048, 9783030219055
    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Customer Preference and Latent Needs Analysis Using Data of TV Viewing and Web Browsing2019

    • Author(s)
      A. Guo K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media. Communication and Social Communities. HCII 2019

      Volume: 11579 Pages: 319-329

    • DOI

      10.1007/978-3-030-21905-5_25

    • ISBN
      9783030219048, 9783030219055
    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Analysis of Review Text on a Golf Course Reservation Site2019

    • Author(s)
      S. Miyake K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media. Communication and Social Communities. HCII 2019

      Volume: 11579 Pages: 384-395

    • DOI

      10.1007/978-3-030-21902-4_28

    • ISBN
      9783030219017, 9783030219024
    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Construction of Support System for Demand Driven Design of Cocktail Recipes by Deep Learning2019

    • Author(s)
      S. Ota K. Otake and T. Namatame
    • Journal Title

      Social Computing and Social Media. Communication and Social Communities. HCII 2019

      Volume: 11579 Pages: 92-108

    • DOI

      10.1007/978-3-030-21902-4_8

    • ISBN
      9783030219017, 9783030219024
    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Presentation] Study on Specifying Effective Keywords for Google Shopping Ads -Using Ad Impression Data and Social Media Information-2022

    • Author(s)
      Y. Kitajima, K. Otake and T. Namatame
    • Organizer
      International Academy of Business and Economics - 2022 Orlando - Spring Conference
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ヘアサロンにおける来店間隔と店販商品購買の同時分析2022

    • Author(s)
      片桐優帆,大竹恒平,生田目崇
    • Organizer
      情報処理学会第84回全国大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] ブランドを対象としたTwitter上の消費者ネットワーク構造の評価2021

    • Author(s)
      北嶋弓月,大竹恒平,生田目崇
    • Organizer
      日本マーケティング・サイエンス学会第110回研究大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 料理レシピの評価モデルにおける画像とテキストの表現方法についての検討2021

    • Author(s)
      野中芽依,大竹恒平,生田目崇
    • Organizer
      経営情報学会2021年全国研究発表大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] ヘアサロンにおける来店間隔を考慮した店販商品購入予測2021

    • Author(s)
      片桐優帆,大竹恒平,生田目崇
    • Organizer
      経営情報学会2021年全国研究発表大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 顧客の購買行動と購買傾向に着目した顧客来店予測2021

    • Author(s)
      齋藤烈也,大竹恒平,生田目崇
    • Organizer
      日本オペレーションズ・リサーチ学会2021年秋季研究発表会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 学習塾における満足度の構造評価2021

    • Author(s)
      北嶋弓月,斎藤烈也,大竹恒平,生田目崇
    • Organizer
      日本オペレーションズ・リサーチ学会2021年秋季研究発表会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Estimation of Consumer Needs Using Review Data in Hotel Industry2021

    • Author(s)
      S. Miyake, K. Otake, T. Uetake and T. Namatame
    • Organizer
      HCI International 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Customer Visit Prediction Using Purchase Behavior and Tendency2021

    • Author(s)
      R. Saito, K. Otake and T. Namatame
    • Organizer
      HCI International 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluation of Cooking Recipes Using Their Texts and Images2021

    • Author(s)
      M. Nonaka, K. Otake and T. Namatame
    • Organizer
      HCI International 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Verification of Probabilistic Latent Semantic Analysis Clustering Solution Stability and Proposal of Optimal Initial Values Setting Method2021

    • Author(s)
      S. Terasawa, K. Otake and T. Namatame
    • Organizer
      HCI International 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Prediction for Private Brand Items Purchase Behavior of Hair Salons Using Bayesian Survival Analysis2021

    • Author(s)
      Y. Katagiri, K. Otake and T. Namatame
    • Organizer
      HCI International 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of User Relationships on Cooking Recipe Site Using Network Structure2021

    • Author(s)
      Y. Kitajima, K. Otake and T. Namatame
    • Organizer
      HCI International 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 生存時間解析を用いたヘアサロンにおける店販購入確率予測2021

    • Author(s)
      片桐優帆,大竹恒平,生田目崇
    • Organizer
      日本オペレーションズ・リサーチ学会2021年春季研究発表会
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis of the Exposing Media Pattern that Affect Accessing Own Website2020

    • Author(s)
      Y. Katagiri, K. Otake and T. Namatame
    • Organizer
      HCI International 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis of Fashion Market Trend Using Advertising Data of Shopping Information Site2020

    • Author(s)
      R. Saito, K. Otake and T. Namatame
    • Organizer
      HCI International 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Comparison of the Purchasing Behavior for Oneself or Other Using Eye Tracking Gaze Data2020

    • Author(s)
      M. Nonaka, K. Otake and T. Namatame
    • Organizer
      HCI International 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Study on the Similarity of Fashion Brands Using Consumer Relationship and Consumer Sense2020

    • Author(s)
      Y. Kitajima, K. Otake and T. Namatame
    • Organizer
      HCI International 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis of Consumer Community Structure and Characteristic Within Social Media2020

    • Author(s)
      S. Miyake, K. Otake and T. Namatame
    • Organizer
      HCI International 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] データ分析の理解のためのウェブ分析システム開発2020

    • Author(s)
      蘇悦,大竹恒平,生田目崇
    • Organizer
      情報処理学会第82回全国大会
    • Related Report
      2019 Research-status Report
  • [Presentation] ロイヤルティプログラムが与える消費者行動への影響の分析2020

    • Author(s)
      中里見祐介,生田目崇,大竹恒平
    • Organizer
      情報処理学会第82回全国大会
    • Related Report
      2019 Research-status Report
  • [Presentation] ゴルフポータルサイトにおけるユーザ行動データを用いた新規顧客の定着要因の特定2020

    • Author(s)
      北澤晃樹,生田目崇,大竹恒平
    • Organizer
      情報処理学会第82回全国大会
    • Related Report
      2019 Research-status Report
  • [Presentation] ツイートデータを用いた消費者コミュニティの検出および特徴把握2020

    • Author(s)
      三宅伸,大竹恒平,生田目崇
    • Organizer
      情報処理学会第82回全国大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 商品に対するレビュー情報を用いた商品特性の抽出―ゴルフポータルサイトを対象として―2020

    • Author(s)
      高橋凌太,生田目崇,大竹恒平
    • Organizer
      情報処理学会第82回全国大会
    • Related Report
      2019 Research-status Report
  • [Presentation] Structure within Social Media -A Case Study of Competing Brands in Japanese Fashion Market-2019

    • Author(s)
      S. Miyake K. Otake and T. Namatame
    • Organizer
      International Academy of Business and Economics 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 消費者のブランド遷移を促すキーブランドに関する研究―消費価値観アンケートを用いた分析を通じて―2019

    • Author(s)
      北嶋弓月,大竹恒平,生田目崇
    • Organizer
      経営情報学会2019年秋期全国研究発表大会
    • Related Report
      2019 Research-status Report
  • [Presentation] ヘアサロンチェーンにおけるリピート顧客を対象とした離反要因の特定2019

    • Author(s)
      野中芽依,大竹恒平,生田目崇
    • Organizer
      経営情報学会2019年秋期全国研究発表大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 継続顧客価値に対するクーポン配信効果の分析2019

    • Author(s)
      斉藤烈也,大竹恒平,生田目崇
    • Organizer
      経営情報学会2019年秋期全国研究発表大会
    • Related Report
      2019 Research-status Report
  • [Presentation] ヘアサロンチェーンにおける店販購入顧客の特徴分析2019

    • Author(s)
      片桐優帆,大竹恒平,生田目崇
    • Organizer
      経営情報学会2019年秋期全国研究発表大会
    • Related Report
      2019 Research-status Report
  • [Presentation] ゴルフ用品ECサイトとゴルフ場予約サービスの相互送客に関する研究2019

    • Author(s)
      廣田健人,大竹恒平,生田目崇
    • Organizer
      経営情報学会2019年秋期全国研究発表大会
    • Related Report
      2019 Research-status Report
  • [Presentation] レビューデータを用いた商品評価に関する特徴的な表現の抽出2019

    • Author(s)
      三宅伸,大竹恒平,生田目崇
    • Organizer
      日本オペレーションズ・リサーチ学会2019年秋期研究発表会
    • Related Report
      2019 Research-status Report
  • [Presentation] ホームセンターのウェブサイトの購買履歴を利用したシーズン商品の分析2019

    • Author(s)
      尾﨑玲央奈,大竹恒平,生田目崇
    • Organizer
      日本オペレーションズ・リサーチ学会2019年秋期研究発表会
    • Related Report
      2019 Research-status Report
  • [Presentation] ECサイトにおけるリピート顧客の予測と特徴分析2019

    • Author(s)
      蘇悦,大竹恒平,生田目崇
    • Organizer
      日本オペレーションズ・リサーチ学会2019年秋期研究発表会
    • Related Report
      2019 Research-status Report
  • [Presentation] Analysis of Consumer Community Structure within Social Media -A Case Study of Competing Brands in Japanese Fashion Market-2019

    • Author(s)
      S. Miyake K. Otake and T. Namatame
    • Organizer
      HCI International 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Extraction of Product Features from Customer’s Perspective Using User Review at the Golf EC Site2019

    • Author(s)
      R. Takahashi T. Namatame and K. Otake
    • Organizer
      HCI International 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis of the Characteristic Behavior of Loyal Customers on a Golf EC Site2019

    • Author(s)
      Y. Su K. Otake and T. Namatame
    • Organizer
      HCI International 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Purchase and Its Sign Analysis from Customer Behaviors Using Deep Convolutional Neural Networks2019

    • Author(s)
      S. Saito K. Otake and T. Namatame
    • Organizer
      HCI International 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Study on the Relationship Between Loyalty Program and Consumer Behavior on EC Site2019

    • Author(s)
      Y. Nakasatomi T. Namatame and K. Otake
    • Organizer
      HCI International 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis of Characteristics of Golf Course Using User Review at Golf Portal Site2019

    • Author(s)
      M. Izawa T. Namatame and K. Otake
    • Organizer
      HCI International 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis of the Characteristics of Customer Defection on a Hair Salon Considering Individual Differences2019

    • Author(s)
      M. Iwata K. Otake and T. Namatame
    • Organizer
      HCI International 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Reciprocal Customer Transfer Analysis at Golf Course Reservation Service and Golf Goods EC Site2019

    • Author(s)
      K. Hirota K. Otake and T. Namatame
    • Organizer
      HCI International 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Customer Preference and Latent Needs Analysis Using Data of TV Viewing and Web Browsing2019

    • Author(s)
      A. Guo K. Otake and T. Namatame
    • Organizer
      HCI International 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis of Review Text on a Golf Course Reservation Site2019

    • Author(s)
      S. Miyake K. Otake and T. Namatame
    • Organizer
      HCI International 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Construction of Support System for Demand Driven Design of Cocktail Recipes by Deep Learning2019

    • Author(s)
      S. Ota K. Otake and T. Namatame
    • Organizer
      HCI International 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research

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Published: 2019-04-18   Modified: 2023-01-30  

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