International Journal of Data Analysis Techniques and Strategies
- Editor in Chief
- Prof. John Wang
- ISSN online
- 1755-8069
- ISSN print
- 1755-8050
- 4 issues per year
- CiteScore 1.2 (2023)
Many current data analysis techniques are beyond the reach of most managers and practitioners. Obscure maths and daunting algorithms have created an impassable chasm for problem solvers and decision makers. IJDATS bridges three gaps: firstly, a gap between academic ivory tower and the real world; secondly, a gap between quantitative data analysis techniques and qualitative data analysis techniques; and finally, a gap between a specific technique and an overall strategy.
Topics covered include
- Basic/advanced statistics, Bayesian networks, queuing theory
- Data warehousing/mining
- Dempster-Shafer theory, mathematical programming
- Fuzzy sets/logic, genetic algorithms, neural networks
- Game theory, machine leaning, OLAP, rough set theory, SVM
- Quality control, alternative (authentic) assessment
- Bottleneck and content analysis
- Case studies, cross-case/within-case displays, document studies
- Focus groups, interviews, key informants, observations
- Grounded theory, making good sense, narrative summary analyses
- Matrix displays, responsibility charts, triangulation, influence diagrams
- Balanced scorecard, benchmarking, stakeholder analysis
- Business process models/reengineering, strategy
- Computer simulation, data envelopment analysis, Pareto analysis
- Decision support systems, decision theory, knowledge management
- Quantitative Techniques
- Basic and advanced statistics
- Bayesian networks
- Data warehousing and mining
- Dempster-Shafer theory
- Fuzzy sets and fuzzy logic
- Game theory
- Genetic algorithms
- Machine leaning
- Mathematical programming
- Neural networks
- On-line analytic processing
- Quality control
- Queuing theory
- Rough set theory
- Support vector machines
- Qualitative Techniques
- Alternative (authentic) assessment
- Bottleneck analysis
- Case studies
- Content analysis
- Cross-case displays
- Document studies
- Focus groups
- Grounded theory
- Interviews
- Key informants
- Making good sense
- Matrix displays
- Narrative summary analyses
- Observations
- Responsibility charts
- Triangulation
- Within-case displays
- Data Analysis Strategies
- Balanced scorecards
- Benchmarking
- Business process models
- Business reengineering
- Business strategy
- Computer simulation
- Data envelopment analysis
- Decision support systems
- Decision theory
- Influence diagrams
- Knowledge management
- Pareto analysis
- Stakeholder analysis
More on this journal...
Objectives
The objectives of IJDATS are to promote discussions, deliberations and debates on different data analysis principles, architectures, techniques, methodologies, models, as well as the appropriate strategies and applications for various decision-making environments. Two main data analysis schools of thoughts, in terms of quantitative and qualitative, can intersect, interchange, and integrate their ideas. Practitioners can learn the down-to-earth practice. Certainly, quantitative data analysis techniques are very important. However, qualitative data analysis techniques cannot be ignored. In this effort, a best fit, if any, may be found between a strategy and a specific data analysis technique.
Readership
IJDATS presents a forum to help professionals, researchers and policy makers to exchange their innovative ideas and functional experiences. It also creates a bridge between practitioners and academics to discuss challenges and opportunities in all aspects of data analysis. It further establishes an interface between two main data analysis schools of thoughts, with respect to quantitative and qualitative analysis.
Contents
IJDATS publishes research papers, reviews or surveys, technical or management reports, case studies, innovative ideas, research notes, practice comments, book reviews, commentaries, and news. Special Issues may occasionally be published.
IJDATS is indexed in:
- Scopus (Elsevier)
- Academic OneFile (Gale)
- ACM Digital Library
- cnpLINKer (CNPIEC)
- DBLP Computer Science Bibliography
- Expanded Academic ASAP (Gale)
- Google Scholar
- Info Trac (Gale)
- Inspec (Institution of Engineering and Technology)
- J-Gate
- ProQuest Advanced Technologies Database with Aerospace
- RePEc
IJDATS is listed in:
- Cabell's Directory of Publishing Opportunities
- Chartered Association of Business Schools (CABS) Academic Journal Guide
Editor in Chief
- Wang, John, Montclair State University, USA
(prof.johnwanggmail.com)
Editors
- Shi, Xin, China Medical University, China
- Zhao, Peng, IntelligentRabbit LLC, USA
Managing Editor
- Yu, Dejian, Nanjing Audit University, China
American Editor
- Seetharaman, P.B. (Seethu), Rice University, USA
Associate Editors
- Afsharian, Mohsen, Leibniz FH, University of Applied Sciences, Germany
- Ashley, Richard, Virginia Tech, USA
- Bose, Indranil, University of Hong Kong, Hong Kong SAR, China
- Smirnov, Alexander, Russian Academy of Sciences (SPIIRAS), Russian Federation
- Su, Chao-Ton, National Tsing Hua University, Taiwan, Province of China
- Zopounidis, Constantin, Audencia Nantes School of Management, France and Technical University of Crete, Greece
European Editor
- Berrah, Lamia, Universite de Savoie, France
Far East Editor
- Feng, Ling, Tsinghua University, China
Japanese Editor
- Morita, Hiroshi, Osaka University, Japan
Editorial Board Members
- Alinejad-Rokny, Hamid, University of New South Wales, Australia
- Audrino, Francesco, University of St. Gallen, Switzerland
- Bagui, Sikha, University of West Florida, USA
- Barbiero, Alessandro, University of Milan, Italy
- Baykasoglu, Adil, Dokuz Eylul University, Turkey
- Brena, Ramon, Tecnologico de Monterrey, Mexico
- Buccafurri, Francesco, Università Mediterranea di Reggio Calabria, Italy
- Canbolat, Mustafa S., State University of New York at Brockport, USA
- Carnero, Carmen, University of Castilla-La Mancha, Spain
- Ceci, Michelangelo, Università degli Studi di Bari, Italy
- Chandra, Charu, University of Michigan – Dearborn, USA
- Chaturvedi, D.K., Dayalbagh Educational Institute (Deemed to be University), India
- Chen, Piao, Delft University of Technology, Netherlands
- Chung, William, City University of Hong Kong, Hong Kong SAR, China
- Díaz-Madroñero, Manuel, Universitat Politècnica de València, Spain
- Elmesiry, Ahmed, University of South Wales, UK
- Ghobaei-Arani, Mostafa, Islamic Azad University, Iran
- Gupta, Anamika, University of Delhi, India
- Hao, Songhua, Sichuan University, China
- Hao, Wei, New Jersey Institute of Technology, USA
- HM Krishna Prasad, Munaga, University College of Engineering Kakinada, JNTUK, India
- Hu, Jiawen, University of Electronic Science and Technology of China, China
- Hu, Yueqin, Texas State University, USA
- Huang, Wenxue, Guangzhou University , China
- Huang, Xiangji Jimmy, York University, Canada
- Huang, Yung-Fu, Chaoyang University of Technology, Taiwan, Province of China
- Hui, Tak-Kee, SIM University, Singapore
- Iam-On, Natthakan, Mae Fah Luang University, Thailand
- Juan, Angel A., Universitat Politècnica de València, Spain
- Kaliyeva, Sholpan, Karaganda Medical University, Kazakhstan
- Kandhro, Irfan Ali, University of Sindh Madressatul Islam, Pakistan
- Khan K, Arif, Vertex Data Science, India
- Khouri, Selma, Ecole nationale Supérieure d'Informatique, Algeria
- Koyuncu, Nursel, Hacettepe University, Turkey
- Kretowski, Marek, Bialystok Technical University, Poland
- Kumar, Ajay, KIET Group of Institutions, India
- Laitinen, Erkki K., University of Vaasa, Finland
- Li, Guang, The Electric Reliability Council of Texas (ERCOT), USA
- Liberati, Diego, Italian National Research Council, Italy
- Liu, Leo Shixiong, Manchester Metropolitan University, UK
- Liu, Rong, University of California, Los Angeles, USA
- Luo, Jiangtao, University of Nebraska Medical Center, USA
- Malhotra, Rashmi, Saint Joseph's Univeristy, USA
- Mathiyalakan, Sathasivam, Winston Salem State University, USA
- Mendes, Armando Brito, Universidade dos Açores, Portugal
- Mishra, Sambit Kumar, Biju Patnaik University of Technology, Rourkela, India
- Mohebbi, Esmail, University of West Florida, USA
- Mota, Caroline, Universidade Federal de Pernambucano, Brazil
- Nag, Barin, Towson University, USA
- Nandigam, Ravi, Aspen Technology Inc., USA
- Özel, Gamze, Hacettepe University, Turkey
- Oztekin, Asil, University of Massachusetts Lowell, USA
- Pabreja, Kavita, Maharaja Surajmal Institute , India
- Pal, Bijay Baran, University of Kalyani, India
- Pargar, Farzad, University of Oulu, Finland
- Paul, Rudrendu Kumar, Boston University, USA
- Peng, Weiwen, SUN Yat-Sen University, China
- Phillips-Wren, Gloria, Loyola University Maryland, USA
- Pourhejazy, Pourya, National Taipei University of Technology, Taiwan, Province of China
- Qiu, Dingxi, University of Miami, USA
- Ramljak, Dusan, Pennsylvania State University, USA
- Ravi, V., Institute for Development and Research in Banking Technology (IDRBT), India
- Raviv, Yaron, Claremont McKenna College, USA
- Reddivari, Sandeep, University of North Florida, USA
- Samaranayake, Premaratne, University of Western Sydney, Australia
- Savsar, Mehmet, Kuwait University, Kuwait
- Scime, Anthony, State University of New York College at Brockport, USA
- Shanmugasundaram, Hariharan, Vardhaman College of Engineering, India
- Sharma, Sujeet K., Indian Institute of Management Tiruchirappalli, India
- Shoorbakhloo, Mohammad Sadegh Mirzaei, University of Applied Science and Technology, Iran
- Škulj, Damjan, University of Ljubljana, Slovenia
- Sowlati, Taraneh, University of British Columbia, Canada
- Srinivasan, Rajagopalan, Indian Institute of Technology Madras, India
- Stoica, Eduard, Lucian Blaga University of Sibiu, Romania
- Theodorou, Petros, Public Power Corporation S.A. (DEI), Greece
- Topuz, Kazim, University of Tulsa, USA
- Verma, Basant, IET ALWAR, India
- Wang, Haizhong, Oregon State University, USA
- Wang, Shouhong, University of Massachusetts Dartmouth, USA
- Wee, Hui Ming, Chung Yuan Christian University, Taiwan, Province of China
- Xiang, Yang, University of Guelph, Canada
- Xiao, Tiaojun, Nanjing University, China
- Xiao, Xun, Massey University, Australia
- Xu, Zeshui, PLA University of Science and Technology, China
- Yan, Ruiliang, Texas A&M University – Commerce, USA
- Yang, I-Tung, National Taiwan University of Science and Technology, Taiwan, Province of China
- Yang, Li, Beihang University, China
- Yang, Xinan, University of Essex, UK
- Yeh, Wei-Chang, National Tsing Hua University, Taiwan, Province of China
- Yin, Shoulin, Shenyang Normal University, China
- Zararsiz, Gokmen, Erciyes University, Turkey
- Zeng, Zhiguo, Université Paris Saclay, France
- Zhang, Jinzhong, FutureWei Technology, USA
- Zhou, Li, University of Greenwich, UK
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