A fuzzy multi-criteria requirements prioritization model using cost-value on stakeholder perspectives / (Record no. 104072)

MARC details
000 -LEADER
fixed length control field 04030ntm a2200337 i 4500
003 - CONTROL NUMBER IDENTIFIER
control field MY-KuUP
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20260206154938.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field t||||fr|||| 000 0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field ta
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 260206t20252025my a|||fr|||| 000 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number THE0010328 (Local)
Qualifying information Hardback
040 ## - CATALOGING SOURCE
Original cataloging agency UMPSA
Language of cataloging eng
Transcribing agency UMPSA
Description conventions rda
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) FKOM .A44 2025 r Thesis
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Tan, Amelia,
Relator term author.
245 10 - TITLE STATEMENT
Title A fuzzy multi-criteria requirements prioritization model using cost-value on stakeholder perspectives /
Statement of responsibility, etc. Tan Amelia
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Kuantan, Pahang :
Name of producer, publisher, distributor, manufacturer UMPSA,
Date of production, publication, distribution, manufacture, or copyright notice 2025
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice © 2025
300 ## - PHYSICAL DESCRIPTION
Extent xii, 198 pages :
Other physical details illustrations ;
Dimensions 30 cm. +
Accompanying material 1 CD-ROM
336 ## - CONTENT TYPE
Source rdacontent
Content type term text
337 ## - MEDIA TYPE
Source rdamedia
Media type term unmediated
338 ## - CARRIER TYPE
Source rdacarrier
Carrier type term volume
347 ## - DIGITAL FILE CHARACTERISTICS
Source rda
File type text file
Encoding format PDF
500 ## - GENERAL NOTE
General note Faculty of Computing
502 ## - DISSERTATION NOTE
Dissertation note Thesis (Doctor of Philosophy) -- Universiti Malaysia Pahang Al Sultan Abdullah - 2025
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Include bibliographical reference
520 3# - SUMMARY, ETC.
Summary, etc. Requirements prioritization is a critical phase in requirements engineering to ensure limited resources are allocated to produce optimum business value. Traditional cost-value models, while commonly used, suffer from issues of subjectivity, limited stakeholder participation, and scalability problems. Stakeholders usually label all requirements as high priority, which complicates decision-making. This, combined with inadequate stakeholder involvement, an excessive number of evaluation criteria, and a lack of empirical validation, reduces the effectiveness and practicality of prioritization models in real-world applications. This study aims to enhance the cost-value approach in requirements prioritization by integrating the BOCR classification with FAHP and FTOPSIS. The objective is to measure the perspectives of clients and developers in producing prioritization results while improving overall accuracy, reducing time consumption, and increasing usability. A semi-automated prioritization model named Reprocolla is developed by combining the Fuzzy Analytical Hierarchy Process (FAHP) for weighting criteria and the Fuzzy Technique for Order of Preference by Similarity to Ideal Solution (FTOPSIS) for ranking requirements. Reprocolla adopts the BOCR (Benefits, Opportunities, Costs, Risks) framework to classify evaluation criteria and utilizes fuzzy logic to mitigate human judgment uncertainty. The proposed model was validated using seven datasets derived from both real-world software projects and benchmark datasets. The evaluation used a combination of inferential and descriptive statistics. The Pearson Correlation Coefficient was used to assess accuracy to measure alignment with ground truth prioritization. The Mann–Whitney U test was used to identify significant differences in time consumption between clients and developers. The Chi-Square test was used to determine the relationship between user roles and perceived usability levels. Reprocolla improved prioritization accuracy by 5% compared to the base model (without BOCR), as measured by the Pearson Correlation Coefficient. It also reduced average prioritization time by 36% and received the highest ease-of-use score by 70%. Statistical analysis revealed no significant difference in prioritization outcomes between clients and developers. This suggests that Reprocolla is consistent and balanced across different stakeholder perspectives. This research contributes an empirically validated, stakeholder-inclusive, and scalable prioritization model that improves decision-making performance in software development. It also provides an open dataset and a web-based application, which is a software requirements prioritization tool. It reinforces the relevance and applicability of the cost-value approach to supporting effective decision-making in software requirements engineering.
610 20 - SUBJECT ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element Faculty of Computing
General subdivision Dissertations
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Universities and colleges
General subdivision Dissertations
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Theses
General subdivision Dissertations
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Library of Congress Classification
Koha item type Thesis
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Date acquired Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
  Not lost Library of Congress Classification   Not for loan UMPLIB PEKAN UMPLIB PEKAN 06/02/2026   FKOM .A44 2025 r Thesis T000004066 06/02/2026 06/02/2026 Thesis
  Not lost Library of Congress Classification   Final Processing UMPLIB PEKAN UMPLIB PEKAN 06/02/2026   CD13945 T000004067 06/02/2026 06/02/2026 Thesis

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