Expert System for University Program Recommendation

C. Lee, Z. Ng, Yong Ee Low, K. Lim
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引用次数: 1

Abstract

Deciding on the most suitable university program to pursue after completing secondary education is a major step for school-leavers as it sets the tone of the career path they will embark on in the future. Undeniably, deciding on the university program is a sophisticated problem that involves a broad range of factors, such as geographic location, overall cost, campus security, personality, etc. Most of these factors, for instance, geographic location and campus security only have temporary impact on the school-leavers while they are attending to university. Nevertheless, the personality factor appears to be the long-term and the most crucial determinant of the success in their professional life. When choosing the university program, school-leavers often make the mistake of following friends' footsteps or adhering to parents' decisions, only to realize years later that it is not what suits their personality or what they want. Considering these challenges, this work studies on the Holland's Personality Test to examine the personality of school-leavers. There are six personality types in Holland's Personality Test, represented as RIASEC code or Holland code. On top of that, this work also compiles a comprehensive list of university programs with their corresponding Holland code. An expert system is then engineered to encode the information into the knowledge base. Upon taking the Holland Personality Test, the expert system will update the facts list based on the answers given. Subsequently, the inference engine activates the production rules if the conditions are fulfilled. Ultimately, the personality type and recommended university program are presented to the school-leavers.
大学项目推荐专家系统
对于中学毕业生来说,选择最适合自己的大学项目是重要的一步,因为它为他们未来的职业道路奠定了基调。不可否认,选择大学课程是一个复杂的问题,涉及到广泛的因素,如地理位置、总体成本、校园安全、个性等。大多数这些因素,例如,地理位置和校园安全只对离校学生在上大学期间有暂时的影响。然而,性格因素似乎是他们职业生涯成功的长期和最关键的决定因素。在选择大学课程时,毕业生经常会犯跟随朋友的脚步或坚持父母的决定的错误,只是在几年后才意识到这并不适合他们的个性或他们想要的。考虑到这些挑战,本工作对荷兰的人格测试进行了研究,以检验离校者的人格。荷兰人格测试中有六种人格类型,用RIASEC代码或荷兰代码表示。最重要的是,这项工作还编制了一份大学课程的综合清单,其中包含相应的荷兰代码。然后设计一个专家系统将信息编码到知识库中。在参加荷兰人格测试时,专家系统将根据给出的答案更新事实列表。随后,如果条件满足,推理引擎将激活生成规则。最后,将人格类型和推荐的大学课程呈现给毕业生。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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