Data mining and predictive analysis :: intelligence gathering and crime analysis /
It is now possible to predict the future when it comes to crime. In Data Mining and Predictive Analysis, Dr. Colleen McCue describes not only the possibilities for data mining to assist law enforcement professionals, but also provides real-world examples showing how data mining has identified crime...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam ; Boston :
Butterworth-Heinemann,
©2007.
|
| Schlagworte: | |
| Online-Zugang: | Volltext Volltext |
| Zusammenfassung: | It is now possible to predict the future when it comes to crime. In Data Mining and Predictive Analysis, Dr. Colleen McCue describes not only the possibilities for data mining to assist law enforcement professionals, but also provides real-world examples showing how data mining has identified crime trends, anticipated community hot-spots, and refined resource deployment decisions. In this book Dr. McCue describes her use of "off the shelf" software to graphically depict crime trends and to predict where future crimes are likely to occur. Armed with this data, law enforcement executives can develop "risk-based deployment strategies," that allow them to make informed and cost-efficient staffing decisions based on the likelihood of specific criminal activity. Knowledge of advanced statistics is not a prerequisite for using Data Mining and Predictive Analysis. The book is a starting point for those thinking about using data mining in a law enforcement setting. It provides terminology, concepts, practical application of these concepts, and examples to highlight specific techniques and approaches in crime and intelligence analysis, which law enforcement and intelligence professionals can tailor to their own unique situation and responsibilities. * Serves as a valuable reference tool for both the student and the law enforcement professional * Contains practical information used in real-life law enforcement situations * Approach is very user-friendly, conveying sophisticated analyses in practical terms |
| Beschreibung: | 1 online resource (xxxi, 332 pages) : illustrations, maps |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9780080464626 0080464629 0750677961 9780750677967 1280636505 9781280636509 9786610636501 6610636508 |
Internformat
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| 100 | 1 | |a McCue, Colleen. |0 http://id.loc.gov/authorities/names/n2006030090 | |
| 245 | 1 | 0 | |a Data mining and predictive analysis : |b intelligence gathering and crime analysis / |c Colleen McCue. |
| 260 | |a Amsterdam ; |a Boston : |b Butterworth-Heinemann, |c ©2007. | ||
| 300 | |a 1 online resource (xxxi, 332 pages) : |b illustrations, maps | ||
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| 504 | |a Includes bibliographical references and index. | ||
| 588 | 0 | |a Print version record. | |
| 505 | 0 | |a Introductory Section -- Chapter 1: Basics -- Chapter 2: Domain Expertise -- Chapter 3: Data mining -- Methods -- Chapter 4: Process Models for Data Mining and Analysis -- Chapter 5: Data -- Chapter 6: Operationally-relevant preprocessing -- Chapter 7: Identification, Characterization and Modeling -- Chapter 8: Evaluation -- Chapter 9: Operationally-Actionable Output -- Applications -- Chapter 10: Normal Crime -- Chapter 11: Behavioral Analysis of Violent Crime -- Chapter 12: Risk and Threat Assessment -- Case Examples -- Chapter 13: Deployment -- Chapter 14: Surveillance Detection -- Advanced Concepts and Future Trends -- Chapter 15: Advanced Concepts in Data Mining -- Chapter 16: Future Trends. | |
| 520 | |a It is now possible to predict the future when it comes to crime. In Data Mining and Predictive Analysis, Dr. Colleen McCue describes not only the possibilities for data mining to assist law enforcement professionals, but also provides real-world examples showing how data mining has identified crime trends, anticipated community hot-spots, and refined resource deployment decisions. In this book Dr. McCue describes her use of "off the shelf" software to graphically depict crime trends and to predict where future crimes are likely to occur. Armed with this data, law enforcement executives can develop "risk-based deployment strategies," that allow them to make informed and cost-efficient staffing decisions based on the likelihood of specific criminal activity. Knowledge of advanced statistics is not a prerequisite for using Data Mining and Predictive Analysis. The book is a starting point for those thinking about using data mining in a law enforcement setting. It provides terminology, concepts, practical application of these concepts, and examples to highlight specific techniques and approaches in crime and intelligence analysis, which law enforcement and intelligence professionals can tailor to their own unique situation and responsibilities. * Serves as a valuable reference tool for both the student and the law enforcement professional * Contains practical information used in real-life law enforcement situations * Approach is very user-friendly, conveying sophisticated analyses in practical terms | ||
| 546 | |a English. | ||
| 650 | 0 | |a Crime analysis. |0 http://id.loc.gov/authorities/subjects/sh85033991 | |
| 650 | 0 | |a Data mining. |0 http://id.loc.gov/authorities/subjects/sh97002073 | |
| 650 | 0 | |a Law enforcement |x Data processing. | |
| 650 | 0 | |a Criminal behavior, Prediction of. |0 http://id.loc.gov/authorities/subjects/sh85034039 | |
| 650 | 2 | |a Data Mining |0 https://id.nlm.nih.gov/mesh/D057225 | |
| 650 | 6 | |a Criminalité |x Analyse. | |
| 650 | 6 | |a Exploration de données (Informatique) | |
| 650 | 6 | |a Lois |x Application |x Informatique. | |
| 650 | 7 | |a LAW |x Forensic Science. |2 bisacsh | |
| 650 | 7 | |a Crime analysis |2 fast | |
| 650 | 7 | |a Criminal behavior, Prediction of |2 fast | |
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Datensatz im Suchindex
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| adam_text | |
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| author | McCue, Colleen |
| author_GND | http://id.loc.gov/authorities/names/n2006030090 |
| author_facet | McCue, Colleen |
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| collection | ZDB-4-EBA |
| contents | Introductory Section -- Chapter 1: Basics -- Chapter 2: Domain Expertise -- Chapter 3: Data mining -- Methods -- Chapter 4: Process Models for Data Mining and Analysis -- Chapter 5: Data -- Chapter 6: Operationally-relevant preprocessing -- Chapter 7: Identification, Characterization and Modeling -- Chapter 8: Evaluation -- Chapter 9: Operationally-Actionable Output -- Applications -- Chapter 10: Normal Crime -- Chapter 11: Behavioral Analysis of Violent Crime -- Chapter 12: Risk and Threat Assessment -- Case Examples -- Chapter 13: Deployment -- Chapter 14: Surveillance Detection -- Advanced Concepts and Future Trends -- Chapter 15: Advanced Concepts in Data Mining -- Chapter 16: Future Trends. |
| ctrlnum | (OCoLC)84542400 |
| dewey-full | 363.25/6 |
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| dewey-ones | 363 - Other social problems and services |
| dewey-raw | 363.25/6 |
| dewey-search | 363.25/6 |
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| discipline | Soziologie |
| format | Electronic eBook |
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ind2=" "><subfield code="a">It is now possible to predict the future when it comes to crime. In Data Mining and Predictive Analysis, Dr. Colleen McCue describes not only the possibilities for data mining to assist law enforcement professionals, but also provides real-world examples showing how data mining has identified crime trends, anticipated community hot-spots, and refined resource deployment decisions. In this book Dr. McCue describes her use of "off the shelf" software to graphically depict crime trends and to predict where future crimes are likely to occur. Armed with this data, law enforcement executives can develop "risk-based deployment strategies," that allow them to make informed and cost-efficient staffing decisions based on the likelihood of specific criminal activity. Knowledge of advanced statistics is not a prerequisite for using Data Mining and Predictive Analysis. The book is a starting point for those thinking about using data mining in a law enforcement setting. 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| genre | dissertations. aat Academic theses fast Academic theses. lcgft http://id.loc.gov/authorities/genreForms/gf2014026039 Thèses et écrits académiques. rvmgf |
| genre_facet | dissertations. Academic theses Academic theses. Thèses et écrits académiques. |
| id | ZDB-4-EBA-ocm84542400 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:16:01Z |
| institution | BVB |
| isbn | 9780080464626 0080464629 0750677961 9780750677967 1280636505 9781280636509 9786610636501 6610636508 |
| language | English |
| oclc_num | 84542400 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (xxxi, 332 pages) : illustrations, maps |
| psigel | ZDB-4-EBA |
| publishDate | 2007 |
| publishDateSearch | 2007 |
| publishDateSort | 2007 |
| publisher | Butterworth-Heinemann, |
| record_format | marc |
| spelling | McCue, Colleen. http://id.loc.gov/authorities/names/n2006030090 Data mining and predictive analysis : intelligence gathering and crime analysis / Colleen McCue. Amsterdam ; Boston : Butterworth-Heinemann, ©2007. 1 online resource (xxxi, 332 pages) : illustrations, maps text txt rdacontent computer c rdamedia online resource cr rdacarrier polychrome. rdacc http://rdaregistry.info/termList/RDAColourContent/1003 text file rdaft http://rdaregistry.info/termList/fileType/1002 Includes bibliographical references and index. Print version record. Introductory Section -- Chapter 1: Basics -- Chapter 2: Domain Expertise -- Chapter 3: Data mining -- Methods -- Chapter 4: Process Models for Data Mining and Analysis -- Chapter 5: Data -- Chapter 6: Operationally-relevant preprocessing -- Chapter 7: Identification, Characterization and Modeling -- Chapter 8: Evaluation -- Chapter 9: Operationally-Actionable Output -- Applications -- Chapter 10: Normal Crime -- Chapter 11: Behavioral Analysis of Violent Crime -- Chapter 12: Risk and Threat Assessment -- Case Examples -- Chapter 13: Deployment -- Chapter 14: Surveillance Detection -- Advanced Concepts and Future Trends -- Chapter 15: Advanced Concepts in Data Mining -- Chapter 16: Future Trends. It is now possible to predict the future when it comes to crime. In Data Mining and Predictive Analysis, Dr. Colleen McCue describes not only the possibilities for data mining to assist law enforcement professionals, but also provides real-world examples showing how data mining has identified crime trends, anticipated community hot-spots, and refined resource deployment decisions. In this book Dr. McCue describes her use of "off the shelf" software to graphically depict crime trends and to predict where future crimes are likely to occur. Armed with this data, law enforcement executives can develop "risk-based deployment strategies," that allow them to make informed and cost-efficient staffing decisions based on the likelihood of specific criminal activity. Knowledge of advanced statistics is not a prerequisite for using Data Mining and Predictive Analysis. The book is a starting point for those thinking about using data mining in a law enforcement setting. It provides terminology, concepts, practical application of these concepts, and examples to highlight specific techniques and approaches in crime and intelligence analysis, which law enforcement and intelligence professionals can tailor to their own unique situation and responsibilities. * Serves as a valuable reference tool for both the student and the law enforcement professional * Contains practical information used in real-life law enforcement situations * Approach is very user-friendly, conveying sophisticated analyses in practical terms English. Crime analysis. http://id.loc.gov/authorities/subjects/sh85033991 Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Law enforcement Data processing. Criminal behavior, Prediction of. http://id.loc.gov/authorities/subjects/sh85034039 Data Mining https://id.nlm.nih.gov/mesh/D057225 Criminalité Analyse. Exploration de données (Informatique) Lois Application Informatique. LAW Forensic Science. bisacsh Crime analysis fast Criminal behavior, Prediction of fast Data mining fast Law enforcement Data processing fast dissertations. aat Academic theses fast Academic theses. lcgft http://id.loc.gov/authorities/genreForms/gf2014026039 Thèses et écrits académiques. rvmgf has work: Data mining and predictive analysis (Text) https://id.oclc.org/worldcat/entity/E39PCGfDB4bhKtb8CT7g8xCKgq https://id.oclc.org/worldcat/ontology/hasWork Print version: McCue, Colleen. Data mining and predictive analysis. Amsterdam ; Boston : Butterworth-Heinemann, ©2007 0750677961 9780750677967 (DLC) 2006040568 (OCoLC)67392931 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=173538 Volltext FWS01 ZDB-4-EBA FWS_PDA_EBA https://www.sciencedirect.com/science/book/9780750677967 Volltext |
| spellingShingle | McCue, Colleen Data mining and predictive analysis : intelligence gathering and crime analysis / Introductory Section -- Chapter 1: Basics -- Chapter 2: Domain Expertise -- Chapter 3: Data mining -- Methods -- Chapter 4: Process Models for Data Mining and Analysis -- Chapter 5: Data -- Chapter 6: Operationally-relevant preprocessing -- Chapter 7: Identification, Characterization and Modeling -- Chapter 8: Evaluation -- Chapter 9: Operationally-Actionable Output -- Applications -- Chapter 10: Normal Crime -- Chapter 11: Behavioral Analysis of Violent Crime -- Chapter 12: Risk and Threat Assessment -- Case Examples -- Chapter 13: Deployment -- Chapter 14: Surveillance Detection -- Advanced Concepts and Future Trends -- Chapter 15: Advanced Concepts in Data Mining -- Chapter 16: Future Trends. Crime analysis. http://id.loc.gov/authorities/subjects/sh85033991 Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Law enforcement Data processing. Criminal behavior, Prediction of. http://id.loc.gov/authorities/subjects/sh85034039 Data Mining https://id.nlm.nih.gov/mesh/D057225 Criminalité Analyse. Exploration de données (Informatique) Lois Application Informatique. LAW Forensic Science. bisacsh Crime analysis fast Criminal behavior, Prediction of fast Data mining fast Law enforcement Data processing fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85033991 http://id.loc.gov/authorities/subjects/sh97002073 http://id.loc.gov/authorities/subjects/sh85034039 https://id.nlm.nih.gov/mesh/D057225 http://id.loc.gov/authorities/genreForms/gf2014026039 |
| title | Data mining and predictive analysis : intelligence gathering and crime analysis / |
| title_auth | Data mining and predictive analysis : intelligence gathering and crime analysis / |
| title_exact_search | Data mining and predictive analysis : intelligence gathering and crime analysis / |
| title_full | Data mining and predictive analysis : intelligence gathering and crime analysis / Colleen McCue. |
| title_fullStr | Data mining and predictive analysis : intelligence gathering and crime analysis / Colleen McCue. |
| title_full_unstemmed | Data mining and predictive analysis : intelligence gathering and crime analysis / Colleen McCue. |
| title_short | Data mining and predictive analysis : |
| title_sort | data mining and predictive analysis intelligence gathering and crime analysis |
| title_sub | intelligence gathering and crime analysis / |
| topic | Crime analysis. http://id.loc.gov/authorities/subjects/sh85033991 Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Law enforcement Data processing. Criminal behavior, Prediction of. http://id.loc.gov/authorities/subjects/sh85034039 Data Mining https://id.nlm.nih.gov/mesh/D057225 Criminalité Analyse. Exploration de données (Informatique) Lois Application Informatique. LAW Forensic Science. bisacsh Crime analysis fast Criminal behavior, Prediction of fast Data mining fast Law enforcement Data processing fast |
| topic_facet | Crime analysis. Data mining. Law enforcement Data processing. Criminal behavior, Prediction of. Data Mining Criminalité Analyse. Exploration de données (Informatique) Lois Application Informatique. LAW Forensic Science. Crime analysis Criminal behavior, Prediction of Data mining Law enforcement Data processing dissertations. Academic theses Academic theses. Thèses et écrits académiques. |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=173538 https://www.sciencedirect.com/science/book/9780750677967 |
| work_keys_str_mv | AT mccuecolleen dataminingandpredictiveanalysisintelligencegatheringandcrimeanalysis |