利用自然语言处理和数据科学预防和处理性暴力》期刊

Alissyah Putri, Dani Azka Faz, Anshari Rusmeniar R.A, Yuni nur fari'ah, Falah Arfani, Faisal Dharma Adhinata
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摘要

对妇女的暴力行为是社会上经常听到和讨论的问题。妇女往往是歧视、骚扰和暴力的受害者。在印度尼西亚,性骚扰和暴力当然不仅仅是成年妇女的经历,儿童和成年男子也可能遭受性骚扰和暴力。尽管在许多情况下,妇女遭受的更多。在所有遭受性暴力侵害的受访者中,几乎所有人都倾向于或决定不报告其遭受的性暴力和性骚扰。究其原因,是因为自己的遭遇造成了心理问题,让自己感到困惑、尴尬、害怕,甚至为自己的遭遇感到自责。在此基础上,作者建立了一个聊天机器人和推荐系统,作为对性暴力受害者的一种关怀和解决方案,并在网站上介绍了 "预防和处理性暴力"。聊天机器人可以作为性暴力相关信息的论坛,如性暴力的定义、性暴力类别的界限、投诉举报服务,还可以作为法律保护伞,用于保护自己和实施性暴力的罪犯。数据来源于《消除性暴力法》。作者希望,通过提供易于获取的法律信息和官方数据源,可以帮助受害者鼓起勇气,采取措施举报自己遭受的暴力行为。推荐系统以法律服务和心理咨询信息的形式提供推荐结果。性暴力受害者肯定会遇到一些心理问题,如感到困惑、对他人感到羞耻、对施暴者感到恐惧, 更不用说似乎将自己的遭遇归咎于自己的负罪感了。需要心理康复的受害者可以获得有关心理服务的信息。
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Jurnal Pencegahan dan Penanganan Kekerasan Seksual menggunakan Natural Languange Process dan Data Science
Violence against women is something that is often heard and discussed in society. Women are often victims of discrimination, harassment and violence. Sexual harassment and violence in Indonesia is certainly not only experienced by adult women, but can also be experienced by children and adult men. Although in many cases it is more experienced by women. Of all respondents who were victims of sexual violence, almost all preferred or decided not to report the sexual violence and harassment they experienced. The cause is a psychological problem because of what happened to him, which makes him confused, embarrassed, afraid and even feels self-blame for what he experienced. This is the basis for the author to build a Chatbot and Recommendation System as a form of care and also a solution for victims of sexual violence by presenting a website "preventing and handling sexual violence". Chatbots serve as a forum for information related to sexual violence such as definitions, boundaries of sexual violence categories, complaint reporting services, and as a legal umbrella that can be used to protect themselves and criminals who commit sexual violence. The data source was obtained from the Law on the Elimination of Sexual Violence. By having easily accessible legal information and official data sources, the author hopes that this can help victims to have the courage to take steps to report the acts of violence they have experienced. The recommender system provides recommendation results in the form of information on legal services and psychological consultations. Not a few victims of sexual violence certainly experience psychological problems such as feelings of confusion, shame towards other people, fear of the perpetrator, not to mention feelings of guilt that seem to blame themselves for what they have experienced. Information on psychological services is available for victims who need psychological recovery.
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