Themes in data mining, big data, and crime analytics

GC Oatley - Wiley Interdisciplinary Reviews: Data Mining and …, 2022 - Wiley Online Library
This article examines the impact of new AI‐related technologies in data mining and big data
on important research questions in crime analytics. Because the field is so broad, the review …

Harnessing machine learning in tackling domestic Violence—An integrative review

V Hui, RE Constantino, YJ Lee - International journal of environmental …, 2023 - mdpi.com
Domestic violence (DV) is a public health crisis that threatens both the mental and physical
health of people. With the unprecedented surge in data available on the internet and …

Using machine learning to assess rape reports: Sentiment analysis detection of officers'“signaling” about victims' credibility

RE Lovell, J Klingenstein, J Du, L Overman… - Journal of Criminal …, 2023 - Elsevier
Purpose The first of two articles from a larger study whose aim was to teach a computer to
detect innuendo (or signaling) about a victim's credibility in incident reports of rape. This …

Surveillance of domestic violence using text mining outputs from Australian police records

G Karystianis, A Adily, PW Schofield, H Wand… - Frontiers in …, 2022 - frontiersin.org
In Australia, domestic violence reports are mostly based on data from the police, courts,
hospitals, and ad hoc surveys. However, gaps exist in reporting information such as victim …

Using machine learning to assess rape reports:“Signaling” words about victims' credibility that predict investigative and prosecutorial outcomes

RE Lovell, J Klingenstein, J Du, L Overman… - Journal of Criminal …, 2023 - Elsevier
Purpose The second of two articles from a larger study whose aim was to teach a computer
to detect innuendo (or signaling) about a victim's credibility in incident reports of rape. This …

Association Between Domestic Violence and Mental Health Among Nepalese Women: Results from a Nationally Representative Sample

S Gnawali, MS Atteraya, E Kim - Journal of interpersonal …, 2024 - journals.sagepub.com
This study aims to examine the association between exposure to domestic violence and
mental health outcomes, such as symptoms of depression and anxiety among married …

Characteristics of adult male victims in intimate heterosexual relationships from domestic violence police narratives

G Karystianis, S Kita, F Lerigo, L Sheridan, T Butler - Crime Science, 2024 - Springer
Background setting Domestic violence (DV) perpetrated against male victims has received
little attention in the literature, since men are generally the perpetrators rather than victims of …

Characteristics of domestic violence perpetrators with dementia from police records using text mining

S Reutens, G Karystianis, A Withall, T Butler - Frontiers in psychiatry, 2024 - frontiersin.org
Aim Few studies have examined the characteristics of domestic violence (DV) committed by
people with dementia. We provide an overview of DV perpetrated by people with dementia …

[PDF][PDF] Exploring Text Mining and Analytics for Applications in Public Security: An in-depth dive into a systematic literature review

VDH De Carvalho, A Costa - Socioecon. Anal, 2023 - periodicos.ufpe.br
Text mining and related analytics emerge as a technological approach to support human
activities in extracting useful knowledge through texts in several formats. From a managerial …

Assessing the risk of repeat victimization using structured and unstructured police information

R Geurts, N Raaijmakers, MJMH Delsing… - Crime & …, 2023 - journals.sagepub.com
Following the EU Victim Directive, Dutch police officers are obliged to assess a victim's
vulnerability to repeat victimization. This study explored the utility of unstructured police …