arXiv cs.CY· Tanat Tonguthaisri·· 11 小时前AI 评分15
用案例推理（CBR）增强学术指导：RMIT 原型推荐系统研究
Enhancing Academic Advisement with Case-Based Reasoning
AI 导读
一项研究将案例推理（CBR）应用于学术指导领域，设计、开发并验证了一个基于案例的学术指导推荐系统原型，用于辅助传统指导流程。该研究指出，CBR 专家系统近十年已在多个领域取得重要贡献，但专家指导系统此前尚未成功应用于学术指导。论文为 2003 年 8 月 RMIT 大学工程硕士论文的 2026 年校对数字版。
正文 · 原文
Abstract:This research involved the study of an application of Case-Based Reasoning (CBR) in the field of academic advising. Academic advisement has been recognised as an important function of higher education. However, there is a widespread desire to improve the advisement services provided by many educational institutions (e.g., colleges and universities) around the world. In the last ten years, CBR expert systems have made important contributions in many domains by applying CBR methodology to a variety of areas of human problem solving. However, to date, expert advisement systems have not been successfully applied to academic advisement, which seems to be a very appropriate domain for this technology.
Academic advising is an important and time consuming task, and different tools and techniques must be used to make it an effective and efficient process. This thesis describes the design, development, and validation of a prototype case-based academic advisement recommender system that supplements the conventional advising process, and could eventually evolve to replace human academic advisors when its full potential is realised.
| Comments: | 2026 proofread digital edition of the August 2003 Master of Engineering thesis, RMIT University |
| Subjects: | Artificial Intelligence (cs.AI); Computers and Society (cs.CY) |
| ACM classes: | I.2.1; K.3.1 |
| Cite as: | arXiv:2611.08572 [cs.AI] |
| (or arXiv:2611.08572v1 [cs.AI] for this version) | |
| https://doi.org/10.48550/arXiv.2611.08572 arXiv-issued DOI via DataCite (pending registration) |
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| Related DOI: | https://doi.org/10.25439/rmt.34846194
DOI(s) linking to related resources |
Submission history
From: Tanat Tonguthaisri [view email]
[v1]
Thu, 5 Nov 2026 18:25:36 UTC (4,607 KB)
来源：arXiv cs.CY · arxiv.org