AI SearchTactical crime analysis using clustering on San Francisco crime data (Record no. 117538)
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| fixed length control field | 200707s2017 th uu m rtt 0| a1eng d |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | .b12346032 |
| 099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | AIT RSPR no.IM-17-05 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Ponnuru, Anitha |
| 245 10 - TITLE STATEMENT | |
| Title | Tactical crime analysis using clustering on San Francisco crime data |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Pathum Thani, Thailand : |
| Name of publisher, distributor, etc. | Asian Institute of Technology, |
| Date of publication, distribution, etc. | 2017 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 52 leaves : |
| Other physical details | ill. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Research studies project report ; |
| Volume/sequential designation | no. IM-17-05 |
| 500 ## - GENERAL NOTE | |
| General note | A research submitted in partial fulfillment of the requirements for the degree of Master of Engineering in Information Management, School of Engineering and Technology |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Research studies project report (M. Eng.) - Asian Institute of Technology, 2017 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | In the digital era, police forces have access to quickly expanding sources of information. The enormous increase in the amount of available data has made the use of data mining techniques essential in {uFB01}nding important patterns. This research, on the data collected from kaggle competition,San Francisco Crime Classi{uFB01}cation, will take combinations of type of crime and time to determine locations where it is more likelytooccur. Thiswillhelpinplanningpreventivemeasures. Thoughthekagglecompetition expected the participants to determine the type of crime occurring given they have knowledge about the time and location, in this paper the outcome is slightly changed since many studies have been done on the before mentioned problem.To predict the outcome i.e. given the type of crime and time, at which location(s) it{u2019}s more likely to occur, in this study the technique used will be k-means clustering . ForperformingK-meansclusteringWekadataminingtoolwasused.Alsothedifferenttypesof crimes were analyzedon the basis ofdays in a week and graphsare providedto understand the relation between the rates of crime and the day it is happening on. In the results the location(s) of the most prominent crimes and time are given which will help the police forces to take preventive measures. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data mining |
| General subdivision | Computer programs |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Cluster analysis |
| General subdivision | Data processing |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sumanta, Guha, |
| Relator term | Chairperson |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Vatcharaporn Esichaikul, |
| Relator term | Examination Committee |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Chutiporn Anutariya, |
| Relator term | Examination committee |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | AIT Fellowship , |
| Relator term | Scholarship donor |
| 810 2# - SERIES ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Asian Institute of Technology. |
| Title of a work | Research studies project report ; |
| Volume/sequential designation | no. IM-17-05 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Full-Text |
| Uniform Resource Identifier | <a href="http://203.159.5.9/ait-thesis/detail.php?q=B06938">http://203.159.5.9/ait-thesis/detail.php?q=B06938</a> |
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| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 18/08/2026 | AIT RSPR no.IM-17-05 | 30050120890875 | 18/08/2026 | 1 | 18/08/2026 | 40-Archives | |||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 18/08/2026 | AIT RSPR no.IM-17-05 | 18/08/2026 | 18/08/2026 | 61-CD-ROM | |||||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 18/08/2026 | AIT RSPR no.IM-17-05 | 30050120982789 | 18/08/2026 | 1 | 18/08/2026 | 20-AIT Publication | 50.00 | ||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 18/08/2026 | AIT RSPR no.IM-17-05 | 30050120982771 | 18/08/2026 | 2 | 18/08/2026 | 20-AIT Publication | 50.00 |