研究者
J-GLOBAL ID:200901045050218513   更新日: 2024年04月17日

B CLASTER William

クラスター ウィリアム | B CLASTER William
所属機関・部署:
職名: 教授
研究分野 (6件): 応用数学、統計数学 ,  数学基礎 ,  経営学 ,  統計科学 ,  知能情報学 ,  情報学基礎論
研究キーワード (32件): Deep Learning ,  GeoInformatics. CNN ,  Hospitality Information Management ,  online reviews ,  Social Technographics ,  Socialgraphics ,  Market Intelligence ,  Hospitality and Tourism ,  Statistical Learning ,  Applied Statistics ,  Opinion Mining ,  Sentiment Mining ,  Text Mining ,  Business Analytics ,  Analytics ,  Data Mining ,  Deep Learning ,  GeoInformatics. CNN ,  Hospitality Information Management ,  online reviews ,  Social Technographics ,  Socialgraphics ,  Market Intelligence ,  Hospitality and Tourism ,  Statistical Learning ,  Applied Statistics ,  Opinion Mining ,  Sentiment Mining ,  Text Mining ,  Business Analytics ,  Analytics ,  Data Mining
競争的資金等の研究課題 (18件):
  • 2017 - AACSB Business Analytics Program Initiation. AACSBビジネス分析プログラムの開始
  • 2017 - AACSB Business Analytics Program Initiation. AACSBビジネス分析プログラムの開始
  • 2014 - 2015 APU Subsidy: Forecasting Hotel Occupancy Rates with traditional methods supplemented with social media data.
  • 2011 - 2014 Equity forecasts using a combination of tradition methods and data mining and social media
  • 2006 - 2013 recipient of 9 other grants
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MISC (45件):
  • Phillip Pardo, Malcolm Cooper, Didier Steiner, William Claster. The Impact of Technology Innovativeness on Four and Five Star Hotels in Switzerland. Journal of Hospitality and Tourism (JOHAT) Volume 11 Number 1, 2013, ISSN : 0972-7787. 2013. 11. 1. 1-18
  • Claster, Pardo, Cooper, Tajeddini. TOURISM, TRAVEL, AND TWEETS: Algorithmic Text Analysis Methodologies in Tourism. Middle East Journal of Management (MEJM) INDERSCIENCE. Vol. 1, No. 1, pp. 81-99. 2013. 1. 1. 81-99
  • CLASTER William B, Phillip Pardo, Malcolm Cooper, Didier Steiner, William Claster. The Impact of Technology Innovativeness on Four and Five Star Hotels in Switzerland. Journal of Hospitality and Tourism (JOHAT) Volume 11 Number 1, 2013, ISSN : 0972-7787. 2013. 11. 1. 1-18
  • CLASTER William B, Claster, Pardo, Cooper, Tajeddini. TOURISM, TRAVEL, AND TWEETS: Algorithmic Text Analysis Methodologies in Tourism. Middle East Journal of Management (MEJM) INDERSCIENCE. Vol. 1, No. 1, pp. 81-99. 2013. 1. 1. 81-99
  • P. J. Sallis, W. Claster, S. Hernandez. A machine-learning algorithm for wind gust prediction. COMPUTERS & GEOSCIENCES. 2011. 37. 9. 1337-1344
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書籍 (12件):
  • Springer Publications: Data Science Mathematics Fundamentals with R: Implementing Naïve Bayes, Neural Network, and Deep Learning Algorithms
    2018
  • Springer Publications: Data Science Mathematics Fundamentals with R: Implementing Naïve Bayes, Neural Network, and Deep Learning Algorithms
    2018
  • Tourism and Social Media: Algorithmic Text Analysis Methodologies in Tourism & Hospitality, chapter to appear in Encyclopedia of Information Science and Technology
    IGI Global 2014
  • "Tourism and Social Media: Algorithmic Text Analysis Methodologies in Tourism & Hospitality," chapter to appear in Encyclopedia of Information Science and Technology
    IGI Global 2014 ISBN:9781466658882
  • "Tourism and Social Media: Algorithmic Text Analysis Methodologies in Tourism & Hospitality," chapter to appear in Encyclopedia of Information Science and Technology
    IGI Global 2014 ISBN:9781466658882
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講演・口頭発表等 (11件):
  • LESSONS LEARNED IN LAUNCHING A PILOT BUSINESS ANALYTICS UNDERGRADUATE PROGRAM
    (11th Annual Conference of the EuroMed Academy of Business (EMAB) 2018)
  • "LESSONS LEARNED IN LAUNCHING A PILOT BUSINESS ANALYTICS UNDERGRADUATE PROGRAM"
    (11th Annual Conference of the EuroMed Academy of Business (EMAB) 2018)
  • "LESSONS LEARNED IN LAUNCHING A PILOT BUSINESS ANALYTICS UNDERGRADUATE PROGRAM"
    (11th Annual Conference of the EuroMed Academy of Business (EMAB) 2018)
  • THE LINK BETWEEN SOCIAL SENTIMENT OF CURRENCY VALUE AND TOURISM BEHAVIOR: A CASE OF THE RUBBLE CRISIS
    (EUROMED 2015 2015)
  • THE LINK BETWEEN SOCIAL SENTIMENT OF CURRENCY VALUE AND TOURISM BEHAVIOR: A CASE OF THE RUBBLE CRISIS
    (EUROMED 2015 2015)
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Works (16件):
  • SOLR INDEXING
    2014 - 2015
  • SOLR INDEXING
    2014 - 2015
  • APU Subsidy: Forecasting Hotel Occupancy Rates with traditional methods supplemented with social media data.
    2014 - 2015
  • APU Subsidy: Forecasting Hotel Occupancy Rates with traditional methods supplemented with social media data.
    2014 - 2015
  • Developed Android and Iphone app for understanding stock price movements using social media sentiment analysis as well as traditional stock forecasting methodologies.
    2013 - 2014
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学歴 (6件):
  • 2008 - 2012 Ritsumeikan Asia Pacific University Graduate School, Division of Social Sciences
  • - 2012 Asia Pacific Studies 社会科学研究科
  • - 2012 Asia Pacific Studies Graduate School, Division of Social Sciences
  • 1987 - 1989 Temple University Philadelphia, US Mathematics Pure Mathematics
  • University of Pennsylvania, Moore School of Engineering
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学位 (1件):
  • PhD (立命館アジア太平洋大学)
経歴 (4件):
  • 2020/01 - 現在 立命館アジア太平洋大学 College of International Management 名誉教授
  • 2000/02 - 2002/06 KK Ablecommerce Japan Director
  • 2000 - 2002 :Director, KK Ablecommerce Japan
  • 2000 - 2002 :Director, KK Ablecommerce Japan
委員歴 (8件):
  • AACSB committee member
  • Mathematics Cluster Leader
  • AACSB committee member
  • Mathematics Cluster Leader
  • Mathematics Cluster Leader
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受賞 (2件):
  • 2012/03 - APU Award for Outstanding Service in the Field of Research
  • 2012 - APU Award for Outstanding Service in the Field of Research
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