Pawster Care:一个基于android的宠物虐待报告和收养应用推荐系统

Edward J. Fernandez, Beans Heaven Duron, Marc Reyangel Montiveles, Charisse Barbosa
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引用次数: 0

摘要

本文描述了Pawster Care移动应用程序的开发。这款应用程序允许达沃市兽医办公室、私人组织和私人主人为他们的宠物寻找潜在的收养者并找到一个新家。此外,本研究旨在通过提供宠物虐待报告模块,帮助实施禁止任何人实施虐待宠物行为的共和国法案第8485条第6节。这款应用是为安卓平台开发的。研究人员在整个软件的管理和开发过程中执行了敏捷scrum。此外,研究人员利用基于项目的协同过滤实现Pearson相关性和k近邻算法,为每个用户生成推荐收养的宠物列表。这项工作中描述的应用程序由达沃市兽医办公室的代表、宠物主人和潜在的宠物收养人进行了测试。这项研究的结果表明,该应用程序可以帮助机构或个人为他们的宠物找到一个潜在的收养者。此外,应用程序用户可以很容易地举报虐待宠物。这款应用可以通过增加以下功能来进一步改进:实时聊天,提交报告时自动完成位置,以及使用其他数据挖掘技术提高推荐系统的预测准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Pawster Care: An Android-based Pet Cruelty Reporting and Adoption Application with Recommender System
This paper describes the development of Pawster Care mobile application. This app allows Davao City Veterinary Office, private organizations, and private owners in searching for their pets a potential adopter and finding a new home. Moreover, this study aimed to help implement Republic Act No. 8485, Section 6, that forbids any person to commit pet cruelty acts, by providing pet cruelty reporting module. The app has been developed for the Android platform. The researchers performed agile scrum throughout the management and development of the software. Also, the researchers utilized Item-based Collaborative Filtering implementing Pearson correlation and k-nearest neighbor algorithm to produce a list of recommended pets for adoption for each user. The app described in this work was tested by a representative from the Davao City Veterinary Office, pet owners, and potential pet adopters. Results from this study show that the app can help the agency or private individuals find for their pet a potential adopter. Moreover, app user can easily report pet cruelty. The app can be further improved by adding the following features: real-time chat, location auto-complete when submitting a report, and improve the prediction accuracy of recommender systems using other data mining techniques.
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