SURVEY ON CRIME ANALYSIS AND PREDICTION USING DATA MINING TECHNIQUES
Data Mining is the procedure which includes evaluating and examining large pre-existing databases in order to generate new information which may be essential to the organization. The extraction of new information is predicted using the existing datasets. Many approaches for analysis and prediction i...
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| Format: | Article |
| Language: | English |
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ICT Academy of Tamil Nadu
2017-04-01
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| Series: | ICTACT Journal on Soft Computing |
| Subjects: | |
| Online Access: | http://ictactjournals.in/ArticleDetails.aspx?id=3017 |
| _version_ | 1819132874318675968 |
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| author | H Benjamin Fredrick David A Suruliandi |
| author_facet | H Benjamin Fredrick David A Suruliandi |
| author_sort | H Benjamin Fredrick David |
| collection | DOAJ |
| description | Data Mining is the procedure which includes evaluating and examining large pre-existing databases in order to generate new information which may be essential to the organization. The extraction of new information is predicted using the existing datasets. Many approaches for analysis and prediction in data mining had been performed. But, many few efforts has made in the criminology field. Many few have taken efforts for comparing the information all these approaches produce. The police stations and other similar criminal justice agencies hold many large databases of information which can be used to predict or analyze the criminal movements and criminal activity involvement in the society. The criminals can also be predicted based on the crime data. The main aim of this work is to perform a survey on the supervised learning and unsupervised learning techniques that has been applied towards criminal identification. This paper presents the survey on the Crime analysis and crime prediction using several Data Mining techniques. |
| first_indexed | 2024-12-22T09:38:20Z |
| format | Article |
| id | doaj.art-1b15803456774d33972ba276f672a256 |
| institution | Directory Open Access Journal |
| issn | 0976-6561 2229-6956 |
| language | English |
| last_indexed | 2024-12-22T09:38:20Z |
| publishDate | 2017-04-01 |
| publisher | ICT Academy of Tamil Nadu |
| record_format | Article |
| series | ICTACT Journal on Soft Computing |
| spelling | doaj.art-1b15803456774d33972ba276f672a2562022-12-21T18:30:45ZengICT Academy of Tamil NaduICTACT Journal on Soft Computing0976-65612229-69562017-04-01731459146610.21917/ijsc.2017.0202SURVEY ON CRIME ANALYSIS AND PREDICTION USING DATA MINING TECHNIQUESH Benjamin Fredrick David0A Suruliandi1Manonmaniam Sundaranar University, IndiaManonmaniam Sundaranar University, IndiaData Mining is the procedure which includes evaluating and examining large pre-existing databases in order to generate new information which may be essential to the organization. The extraction of new information is predicted using the existing datasets. Many approaches for analysis and prediction in data mining had been performed. But, many few efforts has made in the criminology field. Many few have taken efforts for comparing the information all these approaches produce. The police stations and other similar criminal justice agencies hold many large databases of information which can be used to predict or analyze the criminal movements and criminal activity involvement in the society. The criminals can also be predicted based on the crime data. The main aim of this work is to perform a survey on the supervised learning and unsupervised learning techniques that has been applied towards criminal identification. This paper presents the survey on the Crime analysis and crime prediction using several Data Mining techniques.http://ictactjournals.in/ArticleDetails.aspx?id=3017CriminologyCrime AnalysisCrime PredictionData Mining |
| spellingShingle | H Benjamin Fredrick David A Suruliandi SURVEY ON CRIME ANALYSIS AND PREDICTION USING DATA MINING TECHNIQUES ICTACT Journal on Soft Computing Criminology Crime Analysis Crime Prediction Data Mining |
| title | SURVEY ON CRIME ANALYSIS AND PREDICTION USING DATA MINING TECHNIQUES |
| title_full | SURVEY ON CRIME ANALYSIS AND PREDICTION USING DATA MINING TECHNIQUES |
| title_fullStr | SURVEY ON CRIME ANALYSIS AND PREDICTION USING DATA MINING TECHNIQUES |
| title_full_unstemmed | SURVEY ON CRIME ANALYSIS AND PREDICTION USING DATA MINING TECHNIQUES |
| title_short | SURVEY ON CRIME ANALYSIS AND PREDICTION USING DATA MINING TECHNIQUES |
| title_sort | survey on crime analysis and prediction using data mining techniques |
| topic | Criminology Crime Analysis Crime Prediction Data Mining |
| url | http://ictactjournals.in/ArticleDetails.aspx?id=3017 |
| work_keys_str_mv | AT hbenjaminfredrickdavid surveyoncrimeanalysisandpredictionusingdataminingtechniques AT asuruliandi surveyoncrimeanalysisandpredictionusingdataminingtechniques |