Finding leaders from opinion networks

机译：从意见网络中寻找领导者

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This paper is motivated to utilize results from opinion mining to facilitate social network analysis. We introduce the concept of opinion networks and propose a PageRank-like algorithm, named OpinionRank, to rank the nodes in an opinion network. This proposed approach has been applied to real-world datasets and initial experiments indicate that the sentiment information is helpful for finding leaders of online communities and that the OpinionRank method outperforms benchmark methods that ignore sentiment information.

机译：本文旨在利用观点挖掘的结果来促进社交网络分析。我们介绍了意见网络的概念，并提出了一种类似PageRank的算法，称为OpinionRank，用于对意见网络中的节点进行排名。此提议的方法已应用于现实世界的数据集，初步实验表明，情感信息有助于寻找在线社区的领导者，而OpinionRank方法的性能优于忽略情感信息的基准方法。

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《Intelligence and Security Informatics, 2009. ISI '09》|2009年|266-268|共3页
会议地点 Dallas TX(US);Dallas TX(US)
作者
Hengmin Zhou; Daniel Zeng; Changli Zhang;
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Key Lab. of Complex Syst. Intell. Sci., Chinese Acad. of Sci., Beijing, China;

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data mining; directed graphs; information retrieval; social networking (online); OpinionRank algorithm; PageRank-like algorithm; benchmark method; directed graph; online community; opinion leader; opinion network mining; social network analysis; opinion leaders; opinion mining; opinion network; social network;

机译：数据挖掘;有向图;信息检索;社交网络（在线）; OpinionRank算法; PageRank类算法;基准方法;有向图;在线社区;观点领导者;观点网络挖掘;社会网络分析;观点领导者;观点挖掘;观点网络;社交网络;

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专利

1. OLFinder: Finding opinion leaders in online social networks [J] . Abolfazl Aleahmad, Payam Karisani, Maseud Rahgozar, Journal of Information Science . 2016,第5期

机译：OLFinder：在在线社交网络中寻找意见领袖
2. Bounded Confidence-based Opinion Formation for Opinion Leaders and Opinion Followers on Social Networks [J] . Yiyi ZHAO, Gang KOU Studies in Informatics and Control . 2014,第2期

机译：社会网络中意见领袖和意见追随者的有限制的基于信心的意见形成
3. The Finding and Dynamic Detection of Opinion Leaders in Social Network [J] . BaochengHuang, GuangYu, Hamid RezaKarimi Mathematical Problems in Engineering: Theory, Methods and Applications . 2014,第6期

机译：社会网络中意见领袖的发现与动态检测
4. Finding Leaders from Opinion Networks [C] . Hengmin Zhou, Daniel Zeng, Changli Zhang IEEE International Conference on Intelligence and Security Informatics . 2009

机译：从意见网络寻找领导者
5. Norms within Networks: Opinion Leader and Peer Network Influences on Mothers/Caregivers' Childhood Immunization Decisions in Rural Northern Nigeria. [D] . Goldberg, Allison B. 2014

机译：网络内部的规范：意见领袖和同伴网络对尼日利亚北部农村地区母亲/护理人员的儿童免疫接种决定的影响。
6. Identifying Network Public Opinion Leaders Based on Markov Logic Networks [O] . Weizhe Zhang, Xiaoqiang Li, Hui He, -1

机译：基于马尔可夫逻辑网络的网络舆论领导者识别
7. Finding and utilizing opinion leaders: Social networks and the power of relationships [O] . R. Van Der Merwe, G. Van Heerden 2009

机译：寻找和利用意见领袖：社交网络和关系的力量

Finding leaders from opinion networks

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