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ITQM 2016 Finalized Program Enrique Herrera-Viedma Vice-President for Research and Knowledge Transfer On the behalf of the University of Granada, it is my great pleasure to welcome you to Granada, Spain, for the 7th International Conference on Information Technology and Quantitative Management (ITQM 2019). In Granada we are organizing important international conferences each year, and I would like to thank the International Academy of Information Technology and Quantitative Management, and on behalf of it, its president Prof. Yong Shi, the idea of having thought of our University to organize this conference this year. This will give us the opportunity to know better both the potential of our university, the second university in scientific quality and the leader university in Artificial Intelligence in Spain, and our beautiful city of Granada. I am sure that this conference will be a forum for debate that will allow us to find new ways in which Artificial Intelligence techniques contribute to improving information technologies and quantitative management. I want to thank the local staff, different committees, all participants, session chairs, keynote and plenary speakers and all volunteers for helping us to build this very exciting conference program. I wish event a great success. With best wishes, Enrique Herrera-Viedma Page 2 / 32 Welcome Message from the Conference Organizers Welcome to the Seventh International Conference on Information Technology and Quantitative Management (ITQM 2019), November 3-6, 2019, Granada, Spain. The theme of ITQM 2019 is "Information Technology and Quantitative Management based on Artificial Intelligence". ITQM 2019 is organized by International Academy of Information Technology and Quantitative Management (IAITQM), Chinese Academy of Sciences and University of Granada. IAITQM was formally inaugurated on June 3, 2012 with more than 50 founding members from China, United States, Australia, Japan, Lithuania, Poland, Romania, Spain, Singapore, South Korea, The Netherlands, Turkey and other countries. The International Conference on Information Technology and Quantitative Management (ITQM), established by IAITQM, is a global forum for exchanging research findings and case studies that bridge the latest information technology and quantitative management techniques. It explores how the use of information technology to improve quantitative management techniques and how the development of management tools can reshape the development of information technology. The First International Conference on Information Technology and Quantitative Management (ITQM 2013) took place in Suzhou, China. The Second International Conference on Information Technology and Quantitative Management (ITQM 2014) was held in Moscow, Russia. The Third International Academy of Information Technology and Quantitative Management (ITQM 2015) was held at Rio de Janeiro, Brazil. The Forth International Academy of Information Technology and Quantitative Management (ITQM 2016) was held at Asan, Korea. The Fifth International Academy of Information Technology and Quantitative Management (ITQM 2017) was held at New Delhi, India. The Sixth International Academy of Information Technology and Quantitative Management (ITQM 2018) was held at Omaha, USA. ITQM 2019 covers all topics in the broad ranges of Information Technology and quantitative management, including, but not limited to: Advances in B2B, B2C and C2C Environments Advances in Quality Management Agricultural Markets and International Trade Human Resource Management Artifical Intelligence Investment management Asset Pricing Banking regulation and financial services Brands and Consumer Behavior Business Analytics Tools Commodity and Product Pricing Contemporary Leadership issues Corporate finance and capital structure Data Mining and Data Warehousing Data Science Digital Learning and Organization Digital Marketing Employability Skills and Talent Management Financial Econometrics Financial literacy and financial education Global Recession IOT (Internet of Things) IT-enabled quantitative management Web intelligence Management of Technology Managing Global Value Chains Page 3 / 32 Market Volatility and Financial Innovation Mobile technologies and cloud computing Multicriteria Analysis related to IT-enabled quantitative management Neuro Marketing Quantitative management tools Semantic learning and intelligent awareness Service Operations Management Social Media Social Media and Mobile Marketing Soft computing methods Sustainability Issues in Trade Sustainable Supply Chain Management Technology for Training and Development Technology in Banking and Insurance Big data and Deep learning Big data in finance Technical exchanges within the research community will encompass the invited keynote lectures, special sessions, and workshops. At ITQM 2019, we have invited the following 4 world leading keynote speakers to give their current and future visions about Information Technology and Quantitative Management: Shu-Cherng Fang, Walter Clark Chair and Distinguished University Alumni Graduate Professor, North Carolina State University, USA on “Optimization Models for Sparse Signal Recovery”; Irene Ng, Turing Fellow, Director, HATLAB@WMG, University of Warwick, Chief Executive Dataswift Ltd on “Crafting Data Rights and Emerging a Market for Personal Data at the Edge: The Hub-of-All-Things (HAT)”; Heeseok Lee, Chair Professor of Strategy and IT, Korea Advanced Institute of Science and Technology, Korea on “Artificial Intelligence – Emerging Opportunities for Business and Academia”; Enrique Herrera-Viedma, Professor in Computer Science and A.I., University of Granada, Spain on “Bibliometric Tools for Discovering Information in Science”; There were more 395 scholars and students from 19 countries and regions submitted their papers to ITQM 2019. The authors are from Australia, Belgium, Canada, Chile, China, Cuba, Germany, India, Mexico, Romania, Russia, South Korea, Spain, Poland, Portugal, Serbia, Ukraine, United Kingdom and United States. After the peer-review process, we have accepted 121 high-quality papers from all submitted papers for presentation at the conference. These papers are published by Elsevier in their Procedia Computer Science series. They are allocated into 1 General Session, 12 special sessions and 7 workshops. Like the previous conferences, ITQM 2019 relies strongly on the vital contributions of our workshop organizers to attract high quality papers in many subject areas. We would like to thank all special session/workshop organizers, ITQM committee members, and reviewers for their contribution to ensure a high standard for the accepted papers. We would like to express our gratitude to the conference committees for their enthusiastic work towards the success of ITQM 2019. We owe special thanks to our sponsors: University of Granada, LifeWatch-ERIC, University of Nebraska at Omaha, USA; Research Center on Fictitious Economy and Data Science and Key Lab of Big Data Mining and Knowledge Management, Chinese Academy of Sciences; School of Economics and Management, University Chinese Academy of Sciences; Institutes of Science and Development, Chinese Academy of Sciences; Southwest Minzu University, China; Business Intelligence Society, Chinese Academy of Management, China and Tainfu International Institute of Big Data Strategy and Technology, Chengdu, China for their generous support. We wish you a successful and enjoyable conference at Granada! November 3-6, Granada, Spain Page 4 / 32 The ITQM 2019 Program/Conference Chairs: 1. Conference Organizing Committees： General Chairs: Enrique Herrera-Viedma and Yong Shi Honorary Chair: Daniel Berg, James Tien, David Scott and Hesham Ali Program Chair: Gang Kou and Francisco Javier Cabrerizo Organizing Chair: Sergio Alonso, Raquel Ureña, Carlos Porcel, Juan Antonio Morente, Yingjie Tian, Julia Cabello and M.J. del Moral Tutorial Chair: Francisco Chiclana, Francisco Mata and Jing He Special Sessions and Workshops Chair: Felisa Cordova and Ignacio Javier Pérez Publications and Proceedings Chair: Ioan Dzitac, Luiz F. Autran M. Gomes and Jongwon Lee Awards Chair: Heeseok Lee, Florin G. Filip and Yong Shi Financial Chair: Wikil Kwak and Jianping Li Publicity Chairs: Manuel Jesus Cobo, Juan Miguel Tapia and Taeho Park 2. Conference Organizers: International Academy of Information Technology and Quantitative Management (IAITQM) University of Granada Chinese Academy of Sciences University of Nebraska at Omaha 3. Local Committee: Yuanchun Zheng (Chair) M.Angeles Martínez Jesús Cascón Pedro Lázaro Javier Lopez-Gijón Pei Quan Biao Li Yi Qu Xinyue Ren Yunlong Mi Jie Yang Jiayu Xue Bo Li Lei Zheng Yang Xiao Linzi Zhang Wei Dai Mengyu Shang Yuan An Program Committee: Jae-Hyeon Ahn, KAIST Business School, Seoul, Korea Jin-Ho Ahn, School of Electronic Display, Hoseo University，Korea Vandana Ahuja, JBS, India Page 5 / 32 Fuad Aleskerov, Russian Academy of Sciences, Russia Vassil Alexandrov, Barcelona Supercomputing Center, Spain Hesham Ali, University of Nebraska at Omaha, USA A.D. Amar, Seaton Hall University, USA Alexander Belenky, HSE/Moscow, MIT/Cambridge，Russia Daniel Berg, Rensselaer Polytechnic Institute, USA Marian Bubak, AGH University of Science and Technology, Poland Sergiy Butenko, Texas A&M University, USA Francisco Javier Cabrerizo, UNED, Spain Seong Wook Chae, Department of Business Administration at Hoseo University，Korea Yuanping Chen, Computer Network Information Center, Chinese Academy of
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