The effect of applying business intelligence on improvement of information technology management (case study: software companies in Tehran province)
DOI:
https://doi.org/10.5902/2236117063799Keywords:
business intelligence, information technology management, software companies of Tehran province, data mining technique, Clementine environmentAbstract
The purpose of this study was investigating the effect of applying business intelligence in improving information technology management of organization based on data of software companies in Tehran province using data mining techniques in Clementine environment entitled BI-IT.DM. The data is based on a sample of 12,000 data and reports from software companies in Tehran province during the years 2013 to 2018, available in the Organization of Computer Guild of Iran. The initial and proposed model of research was developed after conducting a case study in software companies in Tehran province. The most important results of this study are that the main predictors of the model are predictors of "business intelligence for business IT services strategy with data code (A5)" with predictive weight of 0.34%, predictor "business intelligence for continuous improvement of business IT services with data code (A1) with predictive weight 0.30%, predictor "business intelligence for business IT services transfer with data code (A3). Finally, in order to apply business intelligence to improve the organization's information technology management, the top companies were categorized into six groups (Class A-F), with optimal ratios of the likelihood of successful use of BI in the organization.
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BALACHANDRAN, B. M., & SHIVIKA, P. Challenges and Benefits of Deploying Big Data Analytics in the Cloud for Business Intelligence. Procedia Computer Science, Volume 112, 2017, Pp. 1112-1122, 2017.
BOŽIČ, K., & VLADO, D. Business intelligence and analytics for value creation: The role of absorptive capacity. International Journal of Information Management, Volume 46, June 2019, Pp, 93-103, 2019.
ESFANDIARPOUR, I., AND SEYED MOHAMMAD, M. A Study of Information Technology, Strategy Concentration, and Organizational Structure and Their Impact on Organization Performance Case Study: Cosmetics and Hygiene Factories, Second International Conference on Management and Accounting, Tehran, Iran, 2017.
FARAHI, A., SHOJAEI K., SEYYED, M., BUKHARAI NIA, M. Necessities, Prerequisites, Challenges of Applying Successful Business Intelligence in Organizations, International Conference on Management, Economics and Industrial Engineering, pp. 13-19, 2015.
FARAJI, Z., MAHTAB, J., AND MOHAMMAD, R. Vital factors of success in implementing business intelligence systems in small and medium enterprises (Case Study: Iran), International Conference on Innovation and Research in Engineering Sciences (ICIRES 2018), Georgia Tbilisi, International Academy of Sciences of Georgia - Payam Noor University, 2018.
GARSHASBI, M., AND FARSHID, S. Application of Commercial Intelligence System in Banking Industry, Case Study of Saman Organization, Second National Conference on Knowledge and Technology of Iranian Engineering Sciences, Tehran, Sam Iranian Institute of Knowledge and Technology Development Conference, 2019.
GHARIBI CREEK, S. J., AMENE, A., ALIREZA, E., AND JAMAL, M. K. A Model for Identifying Factors Affecting the Application of Business Intelligence, Fifth International Conference on New Science and Technology-Based Research in Service, Islamic Studies and Researches, Tehran, 2018.
GHOSARI, N., AND MOHAMMAD HOSSEIN, Y. Presentation of an Improvement Model Using Organizational Information Technology Framework Using Prioritization Algorithm in Organizations (Case Study), Fourth International Conference on Economics, Management, Accounting with Creation Value Management, Shiraz, NARON Expert Managers Training Institute, 2016.
JALALI AGHDAM, D., AND MORTEZA KHADEMI, S. The Importance of Business Intelligence, Organizational Resources and Knowledge Management in Organization Promotion and Competitive Advantage, 2nd National Conference on Knowledge and Technology of Iranian Engineering Sciences, Tehran, Institute of Knowledge-Based Conferences and Development Sam Iranian technology, 2018.
KEIKHAEI, A., MAHDIEH, N., MAHTAB, A., AND MOHAMMAD, GH. The Impact of EPR Organizational Resource Planning on Zahedan International Airport Services From the Perspective of Passengers, Second International Congress on Community Empowerment in Management, Mehdi, Farhangi, Tehran, Cultural and social skills of the community, 2017.
LIU, B. Outlier Detection Data Mining of Tax Based on Cluster.Physics Procedia, Volume 33, 2012, Pp, 1689-1694, 2012.
MOHAMMADNEJAD, M., AND HASSAN, F. The Role of Information and Communication Technology in Increasing Productivity of Commercial Products Production, 4th National Conference on Information Technology, Computer and Telecommunication, Mashhad, Torbat Heydariyeh University, 2017.
MORTEZAEE, A., MOHAMMAD SADEGH, S., SALMAN NAZARI, SH., JAFAR, R. Investigating the Impact of Business Intelligence Competency on Customer Relationship Management Process: An Empirical Study in the Banking Industry. Information Technology Management Quarterly. Research 127, Volume 10, Number 1, Spring 1977, pp. 209-234, 2018.
NAIMI RAD, M., HAMED, F., AND VIANA, V. Explaining the Need for Using Business Intelligence in Organization Systems, 5th National Conference on Applied Research in Management and Accounting, Tehran, Iranian Management Association, 2018.
NIASTI, S., AND POURIA, K. Exposure to Small and Medium-sized Enterprises (SMEs) with Technology Transfer: Analysis and Investigation of Factors Affecting Technology in SMEs, 5th National Conference on Applied Research in Management and Accounting, Tehran, Iranian Management Association, 2018.
OLSON DAVID, L., BJORN JOHANSSON, R., ATEM DE, C. Open source ERP business model framework, Robotics and ComputerIntegrated Manufacturing, Volume 50, April 2018, Pp, 30-36, 2018.
ORTA, E., & MERCEDES, R. Met4ITIL: A Process Management and Simulation-based Method for Implementing ITIL. Computer Standards & Interfaces, In press, accepted manuscript, Available online 11, April, 2018.
POURMIRZAEI KOUHBANI, S., NASERASSADI, A. Investigating Methods of Information Technology Strategy and Organizational Strategy, 6th Conference of New Researches in Science and Technology, Kerman, Sky Science Organization, 2016.
SALIMI, M., POUDRBANI, R., AND BAGHER, A. NO. Investigating the Factors Affecting the Adoption and Application of Information Technology in Business, 11th National Congress of Biosystems and Mechanization of Iran, Hamadan University of Technology, Mahaizin, Maoiseiz University, 2018.
SUN, X. 2018. Detecting users’ anomalous emotion using social media for business intelligence. Journal of Computational Science, Volume 25, March 2018, Pp, 193-200, 2018.
TAGHAVI FARD, M. T., AND NADALI, A. Classification of Organizational Credit Facility Applicants Using Data Mining and Fuzzy Logic. Industrial Management Studies: Summer 2012, Volume 9, Number 25; pp, 85-107, 2012.
TASHAKORI, M. H., AND ROUHOLLAH, T. Investigating the Use of Business Intelligence in the Banking Industry as a Competitive Advantage, International Conference on Management, Accounting, Banking and Economics in Iran Horizon 1404, Mashhad, Kamarosh Knowledge Co-operative Institute, 2018.
TRIGO, A. Accounting Information Systems: Evolving towards a Business Process Oriented Accounting. Procedia Computer Science, Volume 100, 2016, Pp, 987-994, 2016.
ZAREI, B., AND JALEH, Z. The Effect of Business Intelligence on Financial Performance of Iranian Companies (with Emphasis on Corporate Health Indicators). Journal of Applied Economic Studies in Iran. Research 5, Volume 7, Number 25, Spring 2018, pp. 111-130, 2018.
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