DESIGN AND DEVELOPMENT OF AN ALUMNI COMMUNITY PLATFORM BASED ON THE COMMUNITY OF INQUIRY MODEL USING CONTENT BASED FILTERING (Case Study: UPAPKK UPN "Veteran" East Java)

Ramadhan, Regan Putra (2026) DESIGN AND DEVELOPMENT OF AN ALUMNI COMMUNITY PLATFORM BASED ON THE COMMUNITY OF INQUIRY MODEL USING CONTENT BASED FILTERING (Case Study: UPAPKK UPN "Veteran" East Java). Undergraduate thesis, UPN "Veteran" Jawa Timur.

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Abstract

Synergy between universities and alumni networks is strategic capital in improving the quality of institutions and graduate careers. However, the Career Development and Entrepreneurship Unit (UPAPKK) of UPN "Veteran" East Java is currently facing obstacles in the form of communication fragmentation due to the spread of alumni interaction in various informal channels, as well as the matching process of mentoring programs which are still manual and inefficient. This research aims to design and implement a web-based alumni community platform that adopts the Community of Inquiry (CoI) framework and integrates the Content Based Filtering (CBF) method in the mentoring feature. This research applies the Design Science Research (DSR) approach with Agile Scrum development methods, Three-Tier architecture, and utilizes the Go programming language and Vue.js framework. The implementation of CoI is focused on Social, Cognitive, and Teaching Presence elements to build a collaborative discussion ecosystem. Validation of system functionality is carried out through Black Box Testing which proves that all features are running according to specifications. The evaluation of the CBF method using the Mean Average Precision (MAP) metric resulted in a score of 82.5%, which indicates the initial feasibility of this method as a decision support tool in recommending relevant mentors. In addition, usability testing using the System Usability Scale (SUS) on 15 respondents obtained a score of 76.66, which was categorized as "Good" and "Acceptable". The results of this study show that the platform built is adequate as an interactive and user-friendly initial implementation, and has great potential in facilitating knowledge exchange and professional opportunities.

Item Type:

Thesis (Undergraduate)

Contributors:

Contribution	Contributors	NIDN/NIDK	Email
Thesis advisor	Mumpuni, Retno	NIDN0016078703	retnomumpuni.if@upnjatim.ac.id
Thesis advisor	Muhammad Muharrom, Al Haromainy	NIDN0701069503	muhammad.muharrom.if@upnjatim.ac.id

Subjects:

H Social Sciences > H Social Sciences (General)
Z Bibliography. Library Science. Information Resources > Z665 Library Science. Information Science

Divisions:

Faculty of Computer Science > Departemen of Informatics

Depositing User:

Regan Putra Ramadhan

Date Deposited:

22 Jul 2026 06:54

Last Modified:

22 Jul 2026 07:36

URI:

https://repository.upnjatim.ac.id/id/eprint/57702