Design of Data Mining and Evaluation System for College Students' Mental Health
被引:0
作者:
Zhang Xilin
论文数: 0引用数: 0
h-index: 0
机构:
Dalian Univ Sci & Technol, Dalian 116052, Peoples R ChinaDalian Univ Sci & Technol, Dalian 116052, Peoples R China
Zhang Xilin
[1
]
Yi Honglian
论文数: 0引用数: 0
h-index: 0
机构:
Dalian Univ Technol, Dalian 116024, Peoples R ChinaDalian Univ Sci & Technol, Dalian 116052, Peoples R China
Yi Honglian
[2
]
机构:
[1] Dalian Univ Sci & Technol, Dalian 116052, Peoples R China
[2] Dalian Univ Technol, Dalian 116024, Peoples R China
来源:
2021 13TH INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION (ICMTMA 2021)
|
2021年
关键词:
data mining;
mental health;
MSSQL;
2015;
Apriori;
college students;
CARE;
D O I:
10.1109/ICMTMA52658.2021.00132
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
To deeply understand the main factors affecting college students' mental health and the relationship between psychological symptoms, this paper uses SQL Sever 2015 and Visual Basic 8.0 programming to design and implement a data mining system platform for students' psychological problems. Then the Apriori association rules mining is applied to college students' mental health evaluation data. In the practical application, a complete set of processing scheme for psychological evaluation data is proposed, including data integration, extraction, cleaning, conversion and a series of data preprocessing operations. Finally, the specific application of data mining of college students' psychological evaluation is realized, and the model lists the relationship between multiple attributes and three-dimensional psychological symptoms of college students, which also provides a reference for colleges and universities to take targeted psychological education.
机构:
Monash Univ, Fac Med Nursing & Hlth Sci, Clayton, Vic 3800, AustraliaMonash Univ, Fac Med Nursing & Hlth Sci, Clayton, Vic 3800, Australia
Adams, Karen
Halacas, Chris
论文数: 0引用数: 0
h-index: 0
机构:
Victorian Aboriginal Community Controlled Hlth Or, Publ Hlth & Res Unit, Collingwood, Vic 3073, AustraliaMonash Univ, Fac Med Nursing & Hlth Sci, Clayton, Vic 3800, Australia
Halacas, Chris
Cincotta, Marion
论文数: 0引用数: 0
h-index: 0
机构:
Victorian Aboriginal Community Controlled Hlth Or, Publ Hlth & Res Unit, Collingwood, Vic 3073, AustraliaMonash Univ, Fac Med Nursing & Hlth Sci, Clayton, Vic 3800, Australia
Cincotta, Marion
Pesich, Corina
论文数: 0引用数: 0
h-index: 0
机构:
Royal Australian Coll Gen Practitioners, East Melbourne, Vic 3002, AustraliaMonash Univ, Fac Med Nursing & Hlth Sci, Clayton, Vic 3800, Australia
机构:
McMaster Univ, Dept Family Med, Hamilton, ON L8P 0A1, Canada
McMaster Univ, Dept Psychiat & Behav Neurosci, Hamilton, ON L8P 0A1, Canada
McMaster Univ, Dept Kinesiol, Hamilton, ON L8P 0A1, CanadaMcMaster Univ, Dept Family Med, Hamilton, ON L8P 0A1, Canada
Cairney, John
Veldhuizen, Scott
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Addict & Mental Hlth, Social & Epidemiol Res Dept, Toronto, ON, CanadaMcMaster Univ, Dept Family Med, Hamilton, ON L8P 0A1, Canada
Veldhuizen, Scott
论文数: 引用数:
h-index:
机构:
Vigod, Simone
Streiner, David L.
论文数: 0引用数: 0
h-index: 0
机构:
McMaster Univ, Dept Psychiat & Behav Neurosci, Hamilton, ON L8P 0A1, Canada
Univ Toronto, Dept Psychiat, Hamilton, ON, CanadaMcMaster Univ, Dept Family Med, Hamilton, ON L8P 0A1, Canada
Streiner, David L.
Wade, Terrance J.
论文数: 0引用数: 0
h-index: 0
机构:
Brock Univ, Dept Community Hlth Sci, St Catharines, ON L2S 3A1, CanadaMcMaster Univ, Dept Family Med, Hamilton, ON L8P 0A1, Canada
Wade, Terrance J.
Kurdyak, Paul
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Addict & Mental Hlth, Social & Epidemiol Res Dept, Toronto, ON, Canada
Univ Toronto, Dept Psychiat, Toronto, ON, CanadaMcMaster Univ, Dept Family Med, Hamilton, ON L8P 0A1, Canada
机构:
Mt Sinai Adolescent Hlth Ctr AHC, 320 East 94th St, New York, NY 10128 USAMt Sinai Adolescent Hlth Ctr AHC, 320 East 94th St, New York, NY 10128 USA
Ciro, Dianne
Nembhard, Michael
论文数: 0引用数: 0
h-index: 0
机构:
AHC, New York, NY USAMt Sinai Adolescent Hlth Ctr AHC, 320 East 94th St, New York, NY 10128 USA
机构:
Univ Hong Kong, Dept Social Work & Social Adm, Pokfulam Rd, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Social Work & Social Adm, Pokfulam Rd, Hong Kong, Hong Kong, Peoples R China
Lo, Herman Hay Ming
Epstein, Irwin
论文数: 0引用数: 0
h-index: 0
机构:
Hunter Coll Sch Social Work, New York, NY USAUniv Hong Kong, Dept Social Work & Social Adm, Pokfulam Rd, Hong Kong, Hong Kong, Peoples R China
Epstein, Irwin
Ng, Siu Man
论文数: 0引用数: 0
h-index: 0
机构:
Mt Sinai Med Ctr, Dept Community Med, New York, NY 10029 USA
Univ Hong Kong, Dept Social Work & Social Adm, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Social Work & Social Adm, Pokfulam Rd, Hong Kong, Hong Kong, Peoples R China
Ng, Siu Man
Chan, Cecilia Lai Wan
论文数: 0引用数: 0
h-index: 0
机构:
Mt Sinai Med Ctr, Dept Community Med, New York, NY 10029 USA
Univ Hong Kong, Dept Social Work & Social Adm, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Social Work & Social Adm, Pokfulam Rd, Hong Kong, Hong Kong, Peoples R China
Chan, Cecilia Lai Wan
Ho, Cecilia Shiu Fong Kwan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Ctr Behav Hlth, Hong Kong, Hong Kong, Peoples R China
Hong Kong Family Welf Soc, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Social Work & Social Adm, Pokfulam Rd, Hong Kong, Hong Kong, Peoples R China
机构:
Univ Melbourne, Melbourne Sch Hlth Sci, Dept Social Work, Fac Med Dent & Hlth Sci, Melbourne, Vic, AustraliaUniv Melbourne, Melbourne Sch Hlth Sci, Dept Social Work, Fac Med Dent & Hlth Sci, Melbourne, Vic, Australia
Makregiorgos, Helen
论文数: 引用数:
h-index:
机构:
Joubert, Lynette
Epstein, Irwin
论文数: 0引用数: 0
h-index: 0
机构:
CUNY Hunter Coll, Silberman Sch Social Work, New York, NY 10021 USAUniv Melbourne, Melbourne Sch Hlth Sci, Dept Social Work, Fac Med Dent & Hlth Sci, Melbourne, Vic, Australia
机构:
Monash Univ, Fac Med Nursing & Hlth Sci, Clayton, Vic 3800, AustraliaMonash Univ, Fac Med Nursing & Hlth Sci, Clayton, Vic 3800, Australia
Adams, Karen
Halacas, Chris
论文数: 0引用数: 0
h-index: 0
机构:
Victorian Aboriginal Community Controlled Hlth Or, Publ Hlth & Res Unit, Collingwood, Vic 3073, AustraliaMonash Univ, Fac Med Nursing & Hlth Sci, Clayton, Vic 3800, Australia
Halacas, Chris
Cincotta, Marion
论文数: 0引用数: 0
h-index: 0
机构:
Victorian Aboriginal Community Controlled Hlth Or, Publ Hlth & Res Unit, Collingwood, Vic 3073, AustraliaMonash Univ, Fac Med Nursing & Hlth Sci, Clayton, Vic 3800, Australia
Cincotta, Marion
Pesich, Corina
论文数: 0引用数: 0
h-index: 0
机构:
Royal Australian Coll Gen Practitioners, East Melbourne, Vic 3002, AustraliaMonash Univ, Fac Med Nursing & Hlth Sci, Clayton, Vic 3800, Australia
机构:
McMaster Univ, Dept Family Med, Hamilton, ON L8P 0A1, Canada
McMaster Univ, Dept Psychiat & Behav Neurosci, Hamilton, ON L8P 0A1, Canada
McMaster Univ, Dept Kinesiol, Hamilton, ON L8P 0A1, CanadaMcMaster Univ, Dept Family Med, Hamilton, ON L8P 0A1, Canada
Cairney, John
Veldhuizen, Scott
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Addict & Mental Hlth, Social & Epidemiol Res Dept, Toronto, ON, CanadaMcMaster Univ, Dept Family Med, Hamilton, ON L8P 0A1, Canada
Veldhuizen, Scott
论文数: 引用数:
h-index:
机构:
Vigod, Simone
Streiner, David L.
论文数: 0引用数: 0
h-index: 0
机构:
McMaster Univ, Dept Psychiat & Behav Neurosci, Hamilton, ON L8P 0A1, Canada
Univ Toronto, Dept Psychiat, Hamilton, ON, CanadaMcMaster Univ, Dept Family Med, Hamilton, ON L8P 0A1, Canada
Streiner, David L.
Wade, Terrance J.
论文数: 0引用数: 0
h-index: 0
机构:
Brock Univ, Dept Community Hlth Sci, St Catharines, ON L2S 3A1, CanadaMcMaster Univ, Dept Family Med, Hamilton, ON L8P 0A1, Canada
Wade, Terrance J.
Kurdyak, Paul
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Addict & Mental Hlth, Social & Epidemiol Res Dept, Toronto, ON, Canada
Univ Toronto, Dept Psychiat, Toronto, ON, CanadaMcMaster Univ, Dept Family Med, Hamilton, ON L8P 0A1, Canada
机构:
Mt Sinai Adolescent Hlth Ctr AHC, 320 East 94th St, New York, NY 10128 USAMt Sinai Adolescent Hlth Ctr AHC, 320 East 94th St, New York, NY 10128 USA
Ciro, Dianne
Nembhard, Michael
论文数: 0引用数: 0
h-index: 0
机构:
AHC, New York, NY USAMt Sinai Adolescent Hlth Ctr AHC, 320 East 94th St, New York, NY 10128 USA
机构:
Univ Hong Kong, Dept Social Work & Social Adm, Pokfulam Rd, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Social Work & Social Adm, Pokfulam Rd, Hong Kong, Hong Kong, Peoples R China
Lo, Herman Hay Ming
Epstein, Irwin
论文数: 0引用数: 0
h-index: 0
机构:
Hunter Coll Sch Social Work, New York, NY USAUniv Hong Kong, Dept Social Work & Social Adm, Pokfulam Rd, Hong Kong, Hong Kong, Peoples R China
Epstein, Irwin
Ng, Siu Man
论文数: 0引用数: 0
h-index: 0
机构:
Mt Sinai Med Ctr, Dept Community Med, New York, NY 10029 USA
Univ Hong Kong, Dept Social Work & Social Adm, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Social Work & Social Adm, Pokfulam Rd, Hong Kong, Hong Kong, Peoples R China
Ng, Siu Man
Chan, Cecilia Lai Wan
论文数: 0引用数: 0
h-index: 0
机构:
Mt Sinai Med Ctr, Dept Community Med, New York, NY 10029 USA
Univ Hong Kong, Dept Social Work & Social Adm, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Social Work & Social Adm, Pokfulam Rd, Hong Kong, Hong Kong, Peoples R China
Chan, Cecilia Lai Wan
Ho, Cecilia Shiu Fong Kwan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Ctr Behav Hlth, Hong Kong, Hong Kong, Peoples R China
Hong Kong Family Welf Soc, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Social Work & Social Adm, Pokfulam Rd, Hong Kong, Hong Kong, Peoples R China
机构:
Univ Melbourne, Melbourne Sch Hlth Sci, Dept Social Work, Fac Med Dent & Hlth Sci, Melbourne, Vic, AustraliaUniv Melbourne, Melbourne Sch Hlth Sci, Dept Social Work, Fac Med Dent & Hlth Sci, Melbourne, Vic, Australia
Makregiorgos, Helen
论文数: 引用数:
h-index:
机构:
Joubert, Lynette
Epstein, Irwin
论文数: 0引用数: 0
h-index: 0
机构:
CUNY Hunter Coll, Silberman Sch Social Work, New York, NY 10021 USAUniv Melbourne, Melbourne Sch Hlth Sci, Dept Social Work, Fac Med Dent & Hlth Sci, Melbourne, Vic, Australia