Design Automation System for Review Analysis Affiliation for Online Educator Reliability Prediction

机译：在线教育者可靠性预测审查分析隶属关系的设计自动化系统

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In this paper, we designed a review analysis automation system to grasp the credibility of the online education matching platform. Web crawling collects and parses reviews and ratings of educators who are atypical data. We will build an emotional dictionary based on the educational field to grasp online educator credibility using collected review data and SO-PMI. We also propose a method for building large - scale learning data based on the emotion dictionary constructed. We proposed a system that provides more reliable review analysis results by measuring the accuracy of emotion dictionary by using deep learning in constructed learning data and evaluation data. Through this, we intend to help judge the credibility of educator in 020 education matching.

机译：在本文中，我们设计了审查分析自动化系统，以掌握在线教育匹配平台的可信度。网络爬行收集和解析为非典型数据的教育工作者的评论和评级。我们将根据教育领域建立一个情感词典，以掌握在线教育者可信度，使用收集的审核数据和所以PMI。我们还提出了一种基于构造的情绪词典构建大规模学习数据的方法。我们提出了一个系统，通过在构造的学习数据和评估数据中使用深度学习来测量情绪词典的准确性，提供更可靠的审查分析结果。通过这一点，我们打算帮助判断020教育匹配的教育者的可信度。

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来源
《International conference on computer science and it applications;KIPS international conference on ubiquitous information technologies》|2020年|xxxi 636 p.|共7页
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作者
Kihoon Lee; Hyogun Kym; Nammee Moon;
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中图分类计算技术、计算机技术;
关键词
Deep learning; RNN; LSTM; SO-PMI;

机译：深入学习;RNN;LSTM;SO-PMI;

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1. The semi-automation of title and abstract screening: a retrospective exploration of ways to leverage Abstrackr’s relevance predictions in systematic and rapid reviews [J] . Allison Gates, Michelle Gates, Meghan Sebastianski, BMC Medical Research Methodology . 2020,第1期

机译：标题和抽象筛查的半自动化：回顾性探索避开Abstrackr相关性预测系统和快速评论的方法
2. A focus on cross-purpose tools, automated recognition of study design in multiple disciplines, and evaluation of automation tools: a summary of significant discussions at the fourth meeting of the International Collaboration for Automation of Systematic Reviews (ICASR) [J] . Annette M. O’Connor, Paul Glasziou, Michele Taylor, Systematic Reviews . 2020,第1期

机译：专注于多学科研究设计的自动识别，以及自动化工具的评估：第四次关于系统评价自动化国际合作第四次会议的重大讨论摘要（ICASR）
3. A focus on cross-purpose tools, automated recognition of study design in multiple disciplines, and evaluation of automation tools: a summary of significant discussions at the fourth meeting of the International Collaboration for Automation of Systematic Reviews (ICASR) [J] . Progress in Artificial Intelligence . 2020,第1期

机译：专注于多学科中的磁性工具，自动识别研究设计，以及自动化工具的评估：第四次关于系统评价自动化协作第四次会议的重大讨论摘要（ICASR）
4. Design Automation System for Review Analysis Affiliation for Online Educator Reliability Prediction [C] . Kihoon Lee, Hyogun Kym, Nammee Moon International conference on computer science and it applications;KIPS international conference on ubiquitous information technologies . 2020

机译：在线教育者可靠性预测审查分析隶属关系的设计自动化系统
5. Price Prediction: Determining Changes in Stock Pricing Through Sentiment Analysis of Online Consumer Reviews [D] . Boykin, Daryl F. 2017

机译：价格预测：通过在线消费者评论的情绪分析确定股票价格的变化
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Design Automation System for Review Analysis Affiliation for Online Educator Reliability Prediction

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