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Analyzing user Satisfaction with Academic Library Services using CRISP-DM Process
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This research is a quantitative study and its aims were to evaluate users’ satisfaction of the available services in Sabaragamuwa university library. We used Cross-Industry Standard Process for Data Mining (CRISP-DM) process which is an industry-proven way to build predictive analytics models across the enterprise. The process contains six phases as follows: business understanding, data understanding, and preparation of data, modeling, evaluation, and deployment. A structured questionnaire was used to collect data in the data understanding phase. These were distributed among stratified randomly selected 360 undergraduates from the university. The descriptive statistics, Pearson correlation and multinomial logistic regression were applied to analyze the obtained data in modeling phase. The results indicated that the selected variables have a satisfaction level and the mean of their ranking values is around 3 and 4. Furthermore, results suggested that selected variable is distributed normally. Pearson Correlation results revealed that library collection (0.662) and library services (0.658) are highly correlated with physical facilities u. Furthermore, library services highly correlated with library collection and library website services.
Keywords
Academic Library, Cross-Industry Standard Process for Data Mining (CRISP-DM), Pearson Correlation, User Satisfaction.
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- Perrault, A.H. and Arseneau, M. (1995). User satisfaction and interlibrary loan service: A study at Louisiana State. University, 35(1):90-100.
- Ezeala, L. O. and Yusuff, E. O. (2011). User satisfaction with library resources and services in Nigerian Agricultural Research Institutes. Library Philosophy and Practice (e-journal). https://digitalcommons.unl.edu/libphilprac/564/.
- Motiang, I. P., Wallis, M. and Karodia, A. M. (2014). An evaluation of user satisfaction with library services at the University of Limpopo, Medunsa campus (Medical University of Southern Africa). Arabian Journal of Business and Management Review (OMAN Chapter), 3(11):41-57. https://doi.org/10.12816/0016519.
- Lee, S. (1999). The study of the library use satisfaction: An example of council for economic planning and development of the executive. Yua. Suyan Periodicals, 41: 64-85.
- Kassim, N. A. (2017). Evaluating users’ satisfaction on academic library performance. Malaysian Journal of Library and Information Science, 14(2): 101-115.
- Johari, R. and Zainab, A. (2007) Identifying what services need to be improved by measuring the library’s performance. Malaysian Journal of Library and Information Science, 12(1):35-53.
- Jayasundara, C., Ngulube, P. and Minishi-Majanja, M. K. (2009). A theoretical model to predict customer satisfaction in relation to service quality in selected university libraries in Sri Lanka. South African Journal of Libraries and Information Science, 179(2):179-194. https://doi.org/10.7553/75-2-98.
- Nawarathne, I. M. and Singh, A. P. (2013) Users’ Satisfaction of the Academic Library Services in Sri Lanka. Pearl: A Journal of Library and Information Science, 7(2):103-112. https://doi.org/10.5958/j.0975-6922.7.2.016.
- Kumara, B. T. G. S., Paik, I., Zhang, J., Siriweera, T. H. A. S. and Koswatte, K. R. C. (2015). Ontology-Based Workflow Generation for Intelligent Big Data Analytics, 2015 IEEE International Conference on Web Services; 495-502. https://doi.org/10.1109/ICWS.2015.72.
- Krejcie, R. V. and Morgan, D. W. (1970). Determining sample size for research Activities, Educational and Psychological Measurement. SAGE Journal, 30:607-610. https://doi.org/10.1177/001316447003000308.
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