Qualitative User-Centered Requirements Analysis for a Recommender System for a Project Portfolio Platform in Higher Education Institutions

被引:0
|
作者
Behringer, Giulio [1 ]
Rosler, Svenja [1 ]
Fischer, Mahsa [1 ]
机构
[1] Heilbronn Univ, Max Planck St 39, D-74081 Heilbronn, Germany
关键词
Recommender Systems; Human-Computer Interaction; Education; IMMERSIVE VIRTUAL-REALITY;
D O I
10.1007/978-3-031-60606-9_1
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The integration of digital technologies in education has led to major changes, including the rise of project-based work. However, learners often face challenges in navigating through the abundance of available resources. To tackle this issue, a recommender system is being designed to support a digital project portfolio platform. The system aims to improve transparency, networking, collaboration, and cooperation among educational stakeholders. Personalised recommendations are crucial to match resources to individual learners' needs, improve their experience and foster potential collaborations and entrepreneurial ideas. To achieve this goal, understanding the learner's requirements is essential. This study aims to investigate the needs of students in the development of a recommendation system for a project portfolio platform in education through an extensive literature review and qualitative semi-structured interviews. The study involved interviews with seven students from different study programs and educational departments using pre-designed mockups and presentation slides. The results showed that students considered the use of a user-centred recommendation system for a project portfolio platform in educational institutions to be important and valuable. Further research could include other study programs in the qualitative survey. The representativeness of the overall findings can then be evaluated using quantitative methods.
引用
收藏
页码:3 / 93
页数:91
相关论文
共 50 条
  • [41] Developing a Shared Patient-Centered, Web-Based Medication Platform for Type 2 Diabetes Patients and Their Health Care Providers: Qualitative Study on User Requirements
    Bernhard, Gerda
    Mahler, Cornelia
    Seidling, Hanna Marita
    Stuetzle, Marion
    Ose, Dominik
    Baudendistel, Ines
    Wensing, Michel
    Szecsenyi, Joachim
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2018, 20 (03)
  • [42] Improving higher education with the cloud infrastructure: Information system requirements analysis for a modern global university
    Hasanovic, Amer
    Mujcic, Aljo
    Suljanovic, Nermin
    Pjanic, Edin
    Samuelsen, Dag
    Thyberg, Brit
    Graven, Olaf Hallan
    2012 15TH INTERNATIONAL CONFERENCE ON INTERACTIVE COLLABORATIVE LEARNING (ICL), 2012,
  • [43] Analysis of personal career development planning of teachers in higher education institutions based on system GMM model
    Jia M.
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [44] Implementing a Student-Centered Learning Approach at Vietnamese Higher Education Institutions: Barriers under Layers of Casual Layered Analysis (CLA)
    Pham Thi Hong Thanh
    JOURNAL OF FUTURES STUDIES, 2010, 15 (01) : 21 - 38
  • [45] Applying lean six sigma incorporated with big data analysis to curriculum system improvement in higher education institutions
    Shang Shanshan
    Lyv Wenfei
    Luo Lijuan
    International Journal of System Assurance Engineering and Management, 2022, 13 : 641 - 656
  • [46] ANALYSIS AND SYNTHESIS OF BUSINESS DATA FROM INFORMATION SYSTEM OF HIGHER EDUCATION INSTITUTIONS WITH EMPHASIS ON COLLEGE OF SLAVONSKI BROD
    Dzeba, Dajana
    Stanic, Luka
    Uroda, Ivan
    INTERDISCIPLINARY MANAGEMENT RESEARCH XIII, 2017, 13 : 963 - 977
  • [47] Applying lean six sigma incorporated with big data analysis to curriculum system improvement in higher education institutions
    Shang Shanshan
    Lyv Wenfei
    Luo Lijuan
    INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2022, 13 (02) : 641 - 656
  • [48] The application of the econometric models with qualitative variables in the analysis of the non academic behaviors at the level of the Romanian higher education system
    Andrei, Tudorel
    Teodorescu, Daniel
    Iacob, Andreea Iluzia
    Stancu, Stelian
    ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, 2007, 41 (3-4): : 131 - 139
  • [49] USABILITY OF THE UNIFORM ANTI-PLAGIARISM SYSTEM USED AT HIGHER EDUCATION INSTITUTIONS IN POLAND - ANALYSIS OF ANTI-PLAGIARISM REPORTS AT THE FACULTY OF MANAGEMENT OF THE UNIVERSITY OF GDANSK
    Szadziewska, A.
    Spigarska, E.
    12TH INTERNATIONAL CONFERENCE OF EDUCATION, RESEARCH AND INNOVATION (ICERI2019), 2019, : 7994 - 8003
  • [50] Creating an Intercultural User-Centric Design for a Digital Sexual Health Education App for Young Women in Resource-Poor Regions of Kenya: Qualitative Self-Extended Double Diamond Model for Requirements Engineering Analysis
    Soehnchen, Clarissa
    Rietz, Annika
    Weirauch, Vera
    Meister, Sven
    Henningsen, Maike
    JMIR FORMATIVE RESEARCH, 2023, 7