Online learning behavior analysis based on machine learning

Research on Online Game Traffic Classification Based on Machine Learning

This paper summarizes online game flow attributes by observing a great number of game data packets and computes their flow feature using Python programming language. Furthermore, we investigate several machine learning algorithms to classify five different online games automatically and correctly, that provide the average accuracy is over 80%. The test results show that machine learning has the...

System Behavior Analysis by Machine Learning

This survey presents several system instances and how Machine Learning are involved for system design, development, evaluation and test. To facilitate the explanation for these analysis examples, I provided some Machine Learning background after the introduction section.

Investigating university students' views on online learning

Online learning is a concept that has received attention due to new technologies in the field of education; But today, due to the sudden spread of the corona virus, online learning has become common, so that most of the higher education institutions organize online learning courses. However, for many students, especially new undergraduate students who are used to the traditional learning enviro...

the effect of lexically based language teaching (lblt) on vocabulary learning among iranian pre-university students

هدف پژوهش حاضر بررسی تاثیر روش تدریس واژگانی (واژه-محور) بر یادگیری لغات در بین دانش آموزان دوره پیش دانشگاهی است. بدین منظور دو گروه از دانش آموزان دوره پیش دانشگاهی (شصت نفر) که در سال تحصیلی 1389 در شهرستان نور آباد استان لرستان مشغول به تحصیل بودند انتخاب شده و به صورت قراردادی گروه آزمایش و گواه در نظر گرفته شدند. در ابتدا به منظور اطمینان یافتن از میزان همگن بودن دو گروه از دانش واژگان، آ...

Process-Oriented User Behavior Study Based on Machine Learning