Analysis of cross domain sentiment techniques

机译：跨领域情感技术分析

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摘要

Sentiment analysis is the analysis of opinions on certain entities. Due to the wide applications sentiment analysis has been widely researched. But due to the usage of sentiment analysis in wide number of domains there are multifaceted issues and problems which has kept the researchers on their toes. One such problem is usage of training data of one domain for classification and also lack of annotated data for training of the classifier so that it can perform prediction accurately. This is where cross domain sentiment analysis comes in. The paper performs a brief survey and analysis of cross domain sentiment analysis approaches and algorithms.

机译：情感分析是对某些实体的观点分析。由于应用广泛，因此对情感分析进行了广泛的研究。但是由于情感分析在许多领域中的使用，存在着多方面的问题和问题，这一直困扰着研究人员。这样的问题之一是使用一个域的训练数据进行分类，并且缺少用于训练分类器的带注释的数据，以使得其可以准确地执行预测。这就是跨域情感分析的用武之地。本文对跨域情感分析方法和算法进行了简要的调查和分析。

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来源
《2017 International Conference on Electrical, Electronics, Communication, Computer, and Optimization Techniques》|2017年|1-9|共9页
会议地点 Mysuru(IN)
作者
Ashwini Save; Narendra Shekokar;
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作者单位

Computer Engineering Department, D. J. Sanghvi College of Engg, Mumbai, India;

Computer Engineering Department, D. J. Sanghvi College of Engg, Mumbai, India;

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会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Sentiment analysis; Training data; Training; Data mining; Business; Supervised learning; Particle separators;

机译：情感分析;训练数据;训练;数据挖掘;业务;监督学习;颗粒分离器;;

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机译：跨域情绪意识到Word Embeddings进行审查情绪分析
2. Using Latent Fine-Grained Sentiment for Cross-Domain Sentiment Analysis [J] . Kwun-Ping Lai, Jackie Chun-Sing Ho, Wai Lam International journal of knowledge-based organizations . 2021,第3期

机译：使用潜在细粒度的跨域情绪分析的情绪
3. An Enhanced Approach to Map Domain-Specific Words in Cross-Domain Sentiment Analysis [J] . Geethapriya A., Valli S. Information systems frontiers . 2021,第3期

机译：一种增强的跨域情感分析地图特定词语的方法
4. Evaluating cross domain sentiment analysis using supervised machine learning techniques [C] . Azwa Abdul Aziz, Andrew Starkey, Marcus Campbell Bannerman 2017 Intelligent Systems Conference . 2017

机译：使用监督机器学习技术评估跨领域情感分析
5. Cross-domain (RF-analog-digital) techniques to enable power-friendly wireless transceivers [D] . Gharavi, Seyed Sam 2013

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6. Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques [O] . Kia Dashtipour, Soujanya Poria, Amir Hussain, -1

机译：多语种情感分析：最先进的技术和独立的技术比较
7. SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis [O] . Jie Zhou, Junfeng Tian, Rui Wang, 2020

机译：Sentix：一种情绪感知的跨域情意分析的预训练模型

Analysis of cross domain sentiment techniques

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