| Literature DB >> 35846616 |
Abstract
With the continuous development of the era of big data, community management plays an important role in people's mental health. Improve people's mental health through the use of big data to improve governance of the community. To solve the problem, sequence segmentation is used in feature extraction, histogram absolute difference calculation and K-means intelligent algorithm, to analyze the existing problems one by one. Research shows that it is possible to systematically govern the community through big data and intelligent computing, so that community residents can live a higher quality of life. In order to get rid of psychological problems, it can be solved by establishing special psychological support institutions in the community and strengthening the role of the government in community management. With the continuous development of big data, the application of big data and intelligence in community governance and mental health community is a trend. With the continuous progress of society, it also brings pressure to people, which leads to the decline of people's mental health quality. We need to do something to improve community governance and people's mental health.Entities:
Keywords: awareness; big data and intelligent computing; community governance; governance; mental health correlation analysis
Year: 2022 PMID: 35846616 PMCID: PMC9280177 DOI: 10.3389/fpsyg.2022.930691
Source DB: PubMed Journal: Front Psychol ISSN: 1664-1078
Figure 1Educational level of community residents.
Figure 2Consistency judgment results.
Figure 3Indicator evaluation results.
Figure 4Big data community governance indicator value radar chart.
Figure 5Residents’ understanding of community mental health education.
Figure 6Community residents seeking help.
Ways of developing mental health education in the community.
| Specific work form | Percentage (%) |
|---|---|
| Hire experts to conduct mental health talks | 2.03 |
| Hire professionals to open mental health counseling rooms | 1.12 |
| Use community bulletin boards and other methods to popularize mental health knowledge | 39.10 |
| Organizing community activities such as street-level mental health counseling | 8.56 |
| Regular one-on-one psychological counseling for specific psychological needs | 7.33 |
| Distribute relevant data or video materials | 38.54 |
| Not clear | 3.32 |
Access to mental health knowledge.
| Method of obtaining | Percentage (%) |
|---|---|
| Newspapers, books | 17 |
| Broadcast | 11 |
| Television | 30 |
| The internet | 35 |
| Community professional services | 7 |
Psychological education knowledge development cycle.
| Activity time | Number of communities | Percentage (%) |
|---|---|---|
| On average once a week | 0 | 0.00 |
| On average once a month | 3 | 6.52 |
| On average once every 6 months | 17 | 36.96 |
| Once a year on average | 26 | 56.52 |
| Total | 46 | 100 |
Figure 7The effect of community mental health education.
Figure 8Participation of community residents.
Educational composition of staff.
| Educational level | The proportion (%) |
|---|---|
| Undergraduate and above | 13 |
| Undergraduate and above | 22 |
| High school | 41 |
| Junior high school | 24.00 |