Facilitating resource allocation decision through bibliomining: the case of UTM's library

Library has vastly developed and demand from the users, institutions, international organization needs and technology advancement has changed the library planning and decision making approach in many ways including library budgeting, human resource and infrastructure allocations. This research descr...

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Main Author:	Karno, Md. Razib
Format:	Thesis
Language:	English
Published:	2015
Subjects:	HD30.213 Management information systems Decision support systems
Online Access:	http://eprints.utm.my/id/eprint/78194/1/MdRazibKarnoMFM2015.pdf
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id	my-utm-ep.78194
record_format	uketd_dc
spelling	my-utm-ep.781942018-07-28T06:26:21Z Facilitating resource allocation decision through bibliomining: the case of UTM's library 2015-01 Karno, Md. Razib HD30.213 Management information systems. Decision support systems Library has vastly developed and demand from the users, institutions, international organization needs and technology advancement has changed the library planning and decision making approach in many ways including library budgeting, human resource and infrastructure allocations. This research described (a) the investigation undertaken to examine the characteristics of data from data reservoirs regarding user/patron information and circulation information. (b) The information seeking to explore the patterns and trends among these data reservoirs using data mining analysis with about 957,224 borrowing history and overall 31,052 registered readers and 139,195 title author of books from the Universiti Teknologi Malaysia library since 2008 to 2010. (c) To study how constructed patterns and trends generate informed decisions on resource allocation for circulation function by using cluster analysis, frequency statistics, averages and aggregates and market basket analysis algorithm. This thesis highlights the finding of a research using data mining technique (CRISP-DM) to explore the potentials of the bibliographic data of an academic library. With nearly 1 million records of collection in various formats, the Library of Universiti Teknologi Malaysia has been chosen as the case study for the research. The data mining technique was adopted to explore the relationship among statistically patterned and clustered bibliographic data. Bibliomining are tools that can visualize how libraries manage their costs, staff activity, customer service, user needs, marketing, popular books, circulation, reference transaction, quality of collection, educational programs etc. Similar data mining techniques are suggested to be employed in different library settings and even enterprises as to make more effective use of organizational resources. 2015-01 Thesis http://eprints.utm.my/id/eprint/78194/ http://eprints.utm.my/id/eprint/78194/1/MdRazibKarnoMFM2015.pdf application/pdf en public http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:98792 masters Universiti Teknologi Mara, Faculty of Management Faculty of Management
institution	Universiti Teknologi Malaysia
collection	UTM Institutional Repository
language	English
topic	HD30.213 Management information systems Decision support systems
spellingShingle	HD30.213 Management information systems Decision support systems Karno, Md. Razib Facilitating resource allocation decision through bibliomining: the case of UTM's library
description	Library has vastly developed and demand from the users, institutions, international organization needs and technology advancement has changed the library planning and decision making approach in many ways including library budgeting, human resource and infrastructure allocations. This research described (a) the investigation undertaken to examine the characteristics of data from data reservoirs regarding user/patron information and circulation information. (b) The information seeking to explore the patterns and trends among these data reservoirs using data mining analysis with about 957,224 borrowing history and overall 31,052 registered readers and 139,195 title author of books from the Universiti Teknologi Malaysia library since 2008 to 2010. (c) To study how constructed patterns and trends generate informed decisions on resource allocation for circulation function by using cluster analysis, frequency statistics, averages and aggregates and market basket analysis algorithm. This thesis highlights the finding of a research using data mining technique (CRISP-DM) to explore the potentials of the bibliographic data of an academic library. With nearly 1 million records of collection in various formats, the Library of Universiti Teknologi Malaysia has been chosen as the case study for the research. The data mining technique was adopted to explore the relationship among statistically patterned and clustered bibliographic data. Bibliomining are tools that can visualize how libraries manage their costs, staff activity, customer service, user needs, marketing, popular books, circulation, reference transaction, quality of collection, educational programs etc. Similar data mining techniques are suggested to be employed in different library settings and even enterprises as to make more effective use of organizational resources.
format	Thesis
qualification_level	Master's degree
author	Karno, Md. Razib
author_facet	Karno, Md. Razib
author_sort	Karno, Md. Razib
title	Facilitating resource allocation decision through bibliomining: the case of UTM's library
title_short	Facilitating resource allocation decision through bibliomining: the case of UTM's library
title_full	Facilitating resource allocation decision through bibliomining: the case of UTM's library
title_fullStr	Facilitating resource allocation decision through bibliomining: the case of UTM's library
title_full_unstemmed	Facilitating resource allocation decision through bibliomining: the case of UTM's library
title_sort	facilitating resource allocation decision through bibliomining: the case of utm's library
granting_institution	Universiti Teknologi Mara, Faculty of Management
granting_department	Faculty of Management
publishDate	2015
url	http://eprints.utm.my/id/eprint/78194/1/MdRazibKarnoMFM2015.pdf
_version_	1747817930049978368

Facilitating resource allocation decision through bibliomining: the case of UTM's library

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