Intelligent Course Plan Recommendation for Higher Education: A Framework of Decision Tree
المؤلفون المشاركون
Chen, Xiao-liang
Tang, Mingwei
Zheng, Jianzhong
Du, Yajun
المصدر
Discrete Dynamics in Nature and Society
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-11، 11ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-01-23
دولة النشر
مصر
عدد الصفحات
11
التخصصات الرئيسية
الملخص EN
The framework of outcomes-based education(OBE) has become a central issue for global university education, which is benefited to drive the education development by a series of assessments for historical teaching data, especially student course score, and employment information.
The issue of how to timely update the talent training plans for computer major in a university has received considerable critical attention.
It is becoming extremely difficult to ignore the requirement of fast shortened update cycle in IT area.
One of the main obstacles is that the teaching inertia and the fixed awareness of a major training plan may delay the feedback of teaching problems.
There is still a contradiction between the plan rationality and the real-time needs of contemporary IT enterprises.
Hence, this paper puts forward a novel data-based framework to evaluate the relevance between the major courses, employment rate, and enterprise needs through the decision tree expression, thus providing reliable data support for systematic curriculum reform.
On top of that, A recommendation algorithm is proposed to automatically generate the computer course group that satisfies the staff requirements of IT enterprises.
Finally, teaching and employment data of Xihua University in China is applied as an example to undertake course optimization and recommendation.
The consequences have an obvious positive effect on student employment and enterprise feedback.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Chen, Xiao-liang& Zheng, Jianzhong& Du, Yajun& Tang, Mingwei. 2020. Intelligent Course Plan Recommendation for Higher Education: A Framework of Decision Tree. Discrete Dynamics in Nature and Society،Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1153381
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Chen, Xiao-liang…[et al.]. Intelligent Course Plan Recommendation for Higher Education: A Framework of Decision Tree. Discrete Dynamics in Nature and Society No. 2020 (2020), pp.1-11.
https://search.emarefa.net/detail/BIM-1153381
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Chen, Xiao-liang& Zheng, Jianzhong& Du, Yajun& Tang, Mingwei. Intelligent Course Plan Recommendation for Higher Education: A Framework of Decision Tree. Discrete Dynamics in Nature and Society. 2020. Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1153381
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1153381
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر