Analysis of mental health influencing factors and students’ psychological education countermeasures based on ID3 algorithm

[1] Wang, Y. (2021). Multimedia technology-assisted stereo geometry teaching. International Journal of Electrical Engineering Education, 002072092098468. Search in Google Scholar

[2] Niu, Y. (2021). Penetration of multimedia technology in piano teaching and performance based on complex network. Mathematical Problems in Engineering, 2021. Search in Google Scholar

[3] Zhai, Z. (2021). A probe into the application of english euphemism in college classroom teaching under multimedia network technology. International Journal of Electrical Engineering Education, 002072092098351. Search in Google Scholar

[4] Su, Y., Chen, G., Li, M., & Fang, D. (2021). Design and implementation of web multimedia teaching evaluation system based on artificial intelligence and jquery. Mobile Information Systems. Search in Google Scholar

[5] Yu, H. (2021). Application analysis of new internet multimedia technology in optimizing the ideological and political education system of college students. Wireless Communications and Mobile Computing. Search in Google Scholar

[6] Li, C., Jiang, S., Fan, X., & Zhang, Q. (2018). Exploring the impact of marital relationship on the mental health of children: does parent-child relationship matter?. Journal of Health Psychology(7), 135910531876934. Search in Google Scholar

[7] Borg, E. P. O. (2019). Promoting students’ mental health: a study of inter-professional team collaboration functioning in norwegian schools. School Mental Health, 11(3). Search in Google Scholar

[8] Streimann, K., Sisask, M., & Toros, K. (2021). Children’s mental health in different contexts: results from a multi-informant assessment of estonian first-grade students. School Psychology International, 42(4), 014303432110004-. Search in Google Scholar

[9] Asmussen, J., Davidsen, K., Olsen, A. L., Skovgaard, A. M., & Bilenberg, N. (2023). The longitudinal association of combined regulatory problems in infancy and mental health outcome in early childhood: a systematic review. European child & adolescent psychiatry. Search in Google Scholar

[10] Mcclellan, C. A. M. M. M. R. (2021). Impact of mental health treatment on suicide attempts. The journal of behavioral health services & research, 48(1). Search in Google Scholar

[11] Wang, L., Zheng, Y., Li, G., Li, Y., Fang, Z., & Abbey, C., et al. (2019). Academic achievement and mental health of left-behind children in rural china: a causal study on parental migration. China Agricultural Economic Review, 11(4), 569-582. Search in Google Scholar

[12] Maleku, A., Kim, Y. K., Kirsch, J., Um, M. Y., Haran, H., & Yu, M., et al. (2021). The hidden minority: discrimination and mental health among international students in the us during the covid-19 pandemic. Health & Social Care in the Community. Search in Google Scholar

[13] Papadakaki, M., Lioliou, S., Kounali, V., Liangou, A., & Chliaoutakis, J. (2021). Mental health burden and self-efficacy among undergraduate students in the health sciences. European Journal of Public Health(Supplement_3), Supplement_3. Search in Google Scholar

[14] Aure, M. R. K. L., & Casinillo, L. F. (2021). Assessment of psychological test results of freshmen education students. (2). Search in Google Scholar

[15] Chatterji, S. (2020). The saudi national mental health survey: filling critical gaps in methodology and data in mental health epidemiology. International Journal of Methods in Psychiatric Research, 29. Search in Google Scholar

[16] Arto Grstén, Yli-Piipari, S., Huhtiniemi, M., Salin, K., Hakonen, H., & Jaakkola, T. (2021). A one-year follow-up of basic psychological need satisfactions in physical education and associated in-class and total physical activity:. European Physical Education Review, 27(3), 436-454. Search in Google Scholar

[17] A, M. C., & B, S. J. (2019). Analysis and research on mental health of college students based on cognitive computing. Cognitive Systems Research, 56, 151-158. Search in Google Scholar

[18] Wang, K., Zhou, Y. E., Xu, J. X., & Yang, G. (2022). Reviewing big data based mental health education process for promoting education system. Current Psychology(5), 41. Search in Google Scholar

[19] George, M. J., Russell, M. A., Piontak, J. R., & Odgers, C. L. (2017). Concurrent and subsequent associations between daily digital technology use and high‐risk adolescents’ mental health symptoms. Child Development. Search in Google Scholar

[20] Ryon C. McDermottSharon M. FruhSusan WilliamsCaitlyn HauffScott SittigTheresa WrightBettina RileyDebra SwanzyRebecca J. GravesHeather Hall. (2021). Characteristics of negative and positive mental health among nursing students in the united states. Journal of the American Psychiatric Nurses Association, 27(1). Search in Google Scholar

[21] Tang, L., Tsui, P. F., Shum, A. K. Y., Leung, W. G., Lung, D. W. M., & Ng, P. S., et al. (2023). Changing school cultures for mental wellbeing in hong kong: the potential of pedagogic practices that take power into account. Critical Public Health, 33(4), 472-484. Search in Google Scholar

[22] Hilary, S., Cox‐Martin Matthew G., Sonja, O., Rachel, S., & Allison, M. A. (2019). Students seeking mental health services at school‐based health centers: characteristics and utilization patterns. The Journal of school health(10), 89. Search in Google Scholar

[23] Valero-Valenzuela, A., Huescar, E., Juan L. Núez, Conte, L., Jaime Léon, & Moreno-Murcia, J. A. (2021). Prediction of adolescent physical self-concept through autonomous motivation and basic psychological needs in spanish physical education students. Sustainability, 13. Search in Google Scholar

[24] Ana Isabel Beltrán-Velasco, Macarena Donoso-González, & Vicente Javier Clemente-Suárez. (2021). Analysis of perceptual, psychological, and behavioral factors that affect the academic performance of education university students. Physiology & Behavior, 238(3), 113497. Search in Google Scholar

[25] Nopiyanto, Y. E., Raibowo, S., & Prabowo, G. U. (2021). Psychological characteristics of athletes at student’s education and training center in bengkulu. JOURNAL SPORT AREA. Search in Google Scholar

[26] Avaznia, A., Shoraka, H. R., & Nouhi, E. (2021). The analysis of psychological aspects of online education: Depression and happiness and their relationship with college students’ academic achievement. Search in Google Scholar

[27] Conner, J. O., Crawford, E., Galioto, M., Bhattacharjee, A., Sidera, F., & Serrat, E., et al. (2023). The mental health effects of student activism: persisting despite psychological costs. Journal of Adolescent Research. Search in Google Scholar

[28] Ju, L., Huang, L., & Tsai, S. B. (2021). Online data migration model and id3 algorithm in sports competition action data mining application. Wireless Communications and Mobile Computing, 2021(7), 1-11. Search in Google Scholar

[29] Farahaina, N., & Arfian, M. (2021). Breast cancer disease classification using fuzzy-id3 algorithm with fuzzydbd method: automatic fuzzy database definition distributed under creative commons cc-by 4.0. PeerJ Computer Science, 7(e427), e427. Search in Google Scholar

[30] Shamrat, F. M. J. M., Ranjan, R., Hasib, K. M., Yadav, A., & Siddique, A. H. (2021). Performance evaluation among ID3, C4.5, and CART Decision Tree Algorithms. International Conference on Pervasive Computing and Social Networking [ICPCSN 2021]. Search in Google Scholar