筑波大学 システム情報系社会工学域 近藤文代研究室 University of Tsukuba

Contents

業務経験(Practical Experiences)

教育

1. これまでに担当した授業科目

筑波大学学類（理工学群社会工学類）
数理統計 2単位
統計Ⅱ 2単位
マーケティング工学 2単位
経営工学基礎演習 0.6単位
サービスの産業と組織 0.4単位
社会調査実習 0.7単位
筑波大学学類（総合科目）
経営の科学Ⅱ 0.5単位
筑波大学大学院（システム情報工学研究科）
アドバンストデータ解析 2単位
ベイジアン統計解析 2単位
マーケティング・サイエンス 2単位
ファイナンス：理論と実践 1単位
ワークショップⅠ 1単位
ワークショップⅡ 1単位

論文

1. 査読付学術雑誌掲載論文

  1. Kondo, F. N. and Ghyas, Q. M. (2019), The Impact of Mobile Information Services on the Quality of Life of Internet Users in Japan, Journal of Service and Knowledge Management, 2(2) (forthcoming).
  2. Ghyas, Q. M. and Kondo, F. N. (2019), A Comparative Cross-temporal Study on the Acceptance of Multiple Mobile Entertainment Services among Young Japanese Users, International Journal of E-Services and Mobile Applications, 11(4),pp.56-66.
  3. Ghyas, Q. M. and Kondo, F. N. (2019), International Perspective: case of Japan, (ed.) Tugrul U Daim in Managing Mobile Technologies, pp.153-185. World Scientific.
  4. 中野 暁，近藤 文代 (2019),消費者のオンライン購買に関する時系列変化とその要因――購買特性およびEC利用デバイスの観点――行動計量学, 46(1), pp.19-31.
  5. 中野 暁，近藤 文代 (2019),混合隠れマルコフモデルによるオンライン・オフラインチャネル選択行動のモデリング,「オペレーションズ・リサーチ」, Vol.63, No.10, pp.635-646.
  6. Nakano, S. and Kondo, F. N. (2018), Customer Segmentation with Purchase Channels and Media Touchpoints Using Single Source Panel Data, Journal of Retailing and Consumer Services, Vol.41, pp.142-152.
  7. Kondo, F. N. and Ghyas, Q. M. (2017), Expanding mobile information service needs to improve quality of life: A cross-temporal comparison of Japanese students, International Journal of Service and Knowledge Management, Vol.1, No.2, pp.33-47.
  8. 中野 暁，近藤 文代 (2017), マルチデバイス同時利用環境下での消費者アクセス向上を 目指した類型化と構造評価 ―シングルソースのメディア接触ログを用いた実証分析―Direct Marketing Review, 16, pp.18-39.
  9. Ghyas, Q. M.　and Kondo, F. N. (2016), Behavioural Intention to Use Mobile Entertainment Services among Bangladeshi Students, International Journal of E-Services and Mobile Applications, Vol.8, No.2, pp.38-53.
  10. Ghyas, Q. M.　and Kondo, F. N. (2016), How do mobile information services improve quality of life? The case of Japanese students, International Journal of Innovation and Technology Management, Vol.13, No.6.
  11. Kondo, F. N, and Ishida, H. (2014), A Cross-National Analysis of Intention to Use Multiple Mobile Entertainment Services, Journal of Global Information Technology Management, Vol. 17, No.1, pp.45-60. （Impact Factor: 1.167）
  12. Akter, S., Kondo, F. N, , and Hani, U. (2013),　Mobile Information Services Marketing: An Assessment of Needs, Quality and Satisfaction, Journal of Business and Policy Research, 8(3), pp.221-235.
  13. Kondo, F. N, Ishida, H., and Ghyas, Q. M (2012), Utilitarian Mobile Information Services are Modeled Better by The ACSM than Hedonic Services on a Cross National Comparison, International Journal of Mobile Marketing, Vol. 7, No.2, pp. 98-114.
  14. Kondo, F. N, Hirata, J. and Akter, Md. S. (2010), Exploring Loyalty in Mobile Information Services: The Role of Sound Amusements, International Journal of Mobile Marketing, Vol. 5, No.1, pp. 125-140.
  15. 近藤文代，黒田哲平(2009), ＣＲＭのためのバラエティシーキングに着目した顧客セグメンテーション, マーケティング・サイエンス,Vol. 16, No.1・2, 2007(2009・2), pp. 95-114.
  16. Kondo, F. N.,Uwadaira, Y.,Nakahara, M., and Akter,Md. S. (2009), Mobile DM Coupon Promotion in Japan: A Case Study on Response Behavior Changes in Services Consumption, (Ed.),Wiedemann,D.in Handbook of Research on Mobile Marketing Management,pp.323-345.
  17. Kondo, F. N., Shen, Z.,and Akter,Md. S. (2008), Gradual Changes in Repeat Customers’ Adoption Behavior toward Responses to Mobile Direct Mail Coupon Promotions, International Journal of Mobile Marketing, Vol. 3, No.3, 15-24.
  18. Kondo, F. N. and Nakahara,M. (2007), Differences in Customers' Responsiveness to Mobile Direct Mail Coupon Promotions, International Journal of Mobile Marketing, Vol. 2, No. 2, pp. 68-74.
  19. Kondo, F. N., Uwadaira, Y., and Nakahara,M. (2007), Stimulating Customer Response to Promotions: the Case of Mobile Phone Coupons, Journal of Targeting, Measurement and Analysis for Marketing, Vol.17, No.1, pp. 57-67.
  20. Kitagawa, G., Higuchi,T. and Kondo, F. N. (2003), Smoothness Prior Approach to Explore Mean Structure in Large-scaleTime Series, Theoretical Computer Science, Elsevier Science B.V.,292, pp.431-446.
  21. Kondo, F. N. and Kitagawa, G. (2000), Time Series Analysis of Daily Scanner Sales -- Extraction of Trend, Day-of-Week Effect, and Price　Promotion Effect --, Marketing Intelligence & Planning, Vol.18, No.2, pp.53-66.
  22. 近藤文代 (1999),デイリーPOSデータにおける曜日変動および値下げ効果の抽出, 「オペレーションズ・リサーチ」, Vol.44, No.3, pp.154--163.
  23. 近藤文代 (1999),多変量時系列構造モデルの構築におけるAICの役割,統計数理, 第47巻第2号, pp307-326.

2. 査読付国際会議録掲載論文

  1. Furuya, T., Kondo, H and Kondo, F. N. (2019), Convolutional Neural Networks on Time Series for Smartphone Application Activations Using Wavelet Transform, Proceedings of 2019 8th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI), pp.521-527.
  2. Wei, L and Kondo, F. N (2019), Exploring Important Drivers of Motivation for Completion of Massive Open Online Courses by Bayesian Hierarchical Logistic Regression Model, Proceedings of 2019 8th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI), pp.196-202.
  3. Kondo, F. N and Ghyas, Q. M. (2017), The Mobile Health Life Domain and its Contribution to Overall Quality of Life: A Case Study of Japanese Internet Users, Proceedings of 2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI), pp.441-446.
  4. Kondo, F. N and Ghyas, Q. M. (2016), Expansion of mobile information service needs toward improving quality of life in Japan, Proceedings of 2016 5th IIAI International Congress on Advanced Applied Informatics, pp.1120-1125.
  5. Kondo, F. N and Ishida, H. (2013), Perceived Value to Intention to Use Can Be Different by Country in Cross-national Analyses, Proceedings of GITMA 2013 Conference.
  6. Kondo, F. N (2012), Bayesian Dynamic Factor Analysis and the Corresponding Clusters for Changing Needs in the Proceedings of International Workshop on Marketing Science and Service Research, pp.159-168.
  7. Ghyas, Q. M., Sugiura, H. and Kondo, F. N (2012), Examining User Intention Behaviour Towards e-Readers in Japan Using the Decomposed Theory of Planned Behaviour in the Proceedings of the Second International Conference on Mobile Services, Resources, and Users (MOBILITY 2012), pp. 38 ? 46, October 2012 in Barcelona, Spain.
  8. Kondo, F., Ishida, H. and Ghyas, Q. (2012),　 A Difference in Customer Satisfaction Model On Mobile Utilitarian Information Services Between Japan and US, in the proceedings of the 11th International Conference on Mobile Business (ICMB) - an AIS affiliated conference, pp. 90 ? 100, June 2012 in Deft, Netherland.
  9. Ghyas, Q. M., Kondo, F. N, and Kawamoto, T. (2011), Communication Needs of Japan and the United States: A Comparative Analysis of the Use of Mobile Information Services, in the proceedings of the First International Conference on Mobile Services, Resources, and Users (MOBILITY 2011), pp. 127 ? 134, October 2011 in Barcelona, Spain.
  10. Kondo, F. N, Hirata, J.　and　Akter, Md. S. (2010),　The Impact of Mobile Amusement Information on Use Behavior, Satisfaction, and Loyalty, in the proceedings of the2010 Ninth International Conference on Mobile Business / 2010 Ninth Global Mobility Roundtable (ICMB-GMR 2010), pp. 190? 197, June 2010 in Athens, Greece. （引用数：1）
  11. Akter, Md. S. and Kondo, F. N. (2007), Mobile Information Services Marketing to Serve the BOP Market, Proceedings of The 2nd IEEE Asia-Pacific Services Computing Conference,pp.480 ? 487, Dec 14. 2007, Tsukuba Convention Center. （引用数：3）
  12. Kondo, F. N., Nakahara,M., and Haghirian, P. (2006), "What Can be Done to Remind Your Customers to Use Mobile Direct Mail Coupons? in Proceedings of Management International Conference 2006, pp1187-1197.
  13. Kondo, F. N. and Maegawa, T. (2006),“Dynamic Multinomial Probit Model ” in Proceedings of Tsukuba-Tohoku Joint Workshop on New Directions Research in Marketing, pp.43-47.
  14. Kondo, F. N. and Ohta, K. (2005), "Simulation Study on Dynamic Multinomial Probit Model Focusing on New Brand Entry in Proceedings of International Symposium on The Art of Statistical Metaware, ISM Report on Research and Education, No.21, pp282-283 (March 14-16, 2005 - Tokyo, Japan).
  15. Suzuki, S. and Kondo, F. N. (2004), How a Neural Network Machine Should be Selected to Forecast Seasonal Data? in Proceedings of International Conference on Computing, Communications and Control Technologies: CCCT'04, The University of Texas at Austin and The International Institute of Informatics and Systemics (IIIS), Vol. I, pp.302 - 307. (August 14-17, 2004 - Austin, Texas, USA) CCCT'04.
  16. Kondo, F. N. (2003), Decomposition of Multiple Sales Promotion Effects on Infrequently Purchased Category, in Proceedings of the 7th World Multiconference on Systemics, Cybernetics and Informatics, Vol. VIII, Applications of Informatics and Cybernetics in Science and Engineering, pp.230 - 234.
  17. Kondo, F. N. (2002), Simulation Study on Decomposition of Price Promotion Effect in Competitive Structure, in Proceedings of the 6th World Multiconference on Systemics, Cybernetics and Informatics, Vol. XVIII, Information Systems Development III, pp.269 - 275．
  18. Kondo, F. N. and Kitagawa, G. (2001), Discovery of Competitive Structure in Brand Substitution and Category Expansion Caused by Price Promotion, in Proceedings of World Multiconference on Systemics, Cybernetics and Informatics, Vol. II, Information Systems, pp.171 - 178.
  19. Kitagawa, G., Higuchi, T. and Kondo, F. N. (1999), Smoothness Prior Approach to Explore the Mean Structure in Large Time Series Data, Lecture Notes in Artificial Intelligence 1721, Springer-Verlag, pp.230-241.

3. 著書（専門書）

  1. 「マーケティング予測と発見科学―POSデータの解析－」著者：阿部誠（東京大学），近藤文代（筑波大学）朝倉書店 (ISBN：4-254-12783-9) ,202頁, 2005年.
    著書（専門書）:マーケティング予測と発見科学―POSデータの解析－

4. その他（一般論文）

  1. 近藤文代, 高地 哲史 (2019), 個人差を考慮した階層ベイズモデルによるスマートフォンアプリ起動行動予測, 2019年度統計関連学会連合大会講演報告集, p.318.
  2. 武村敦, 近藤文代 (2018), 集計データを用いたランダム係数ロジットモデルによるベイズ推定, 2018年度統計関連学会連合大会講演報告集, p.274.
  3. 大杉巧, 水田泰由; 片岡恵, 近藤文代 (2017), Web上の閲覧行動が実店舗及びオンライン店舗での購買行動に与える効果の検証.
  4. Kondo, Fumiyo; Shahriar, Akter; Ryo, Yoshida (2016), Development of a Hierarchical Model on Service Quality by Structural Equation Model in Bayesian Approach Considering Misspecification on Reflective and Formative Dimensions, Research Memorandum, No.1201.
  5. 廣田 峻, 近藤文代 (2016), 店舗・商品カテゴリの異質性を考慮した階層ベイズマルチレベル売上予測モデル, 2016年度統計関連学会連合大会講演報告集, p.345.
  6. Ghyas, Q. M.　and Kondo, F. N. (2015), The Contribution of Mobile Information Services To Improve the Quality of Young User’s Lives Based on Bottom-up Spillover Theory: A Case Study on Japan, ISML2015, on Aug. 23-25 at International House Osaka.
  7. 肱岡浩大, 澤田悠太, 近藤文代 (2015), スィッチング動機によるセグメント別のロイヤルティ係数を用いたブランド選択モデルの構築, 2015年度統計関連学会連合大会講演報告集, p.106.
  8. Uwadaira, Y. and Kondo, F. N. (2005), Direct Mail Promotion Effects on the Responses of Beauty Salon Customers: Mobile DM Coupons vs. Postcards, the Proceedings in the 5th Annual Hawaii International Conference on Business,pp.3556-3573.
  9. Kondo, F. N. and Kitagawa, G. (2000), Forecasting with time-varying competitive structure models: Application to daily scanner sales, Research Memorandum No.765, the Institute of Statistical Mathematics.
  10. Kondo, F. N. (1998), State Space Decomposition of Scanner Sales into Trend, Day-of-Week Effect, and Multiple Exogenous Effects, Unpublished dissertation.