2011 International Conference on Advances in Social Networks Analysis and Mining最新文献

Private Information Transmission on the Consumer Generated Media: Information Privacy in the Japanese Context 消费者生成媒体上的私人信息传播:日本语境下的信息隐私

2011 International Conference on Advances in Social Networks Analysis and Mining Pub Date : 2011-07-25 DOI: 10.1109/ASONAM.2011.82

Yohko Orito, H. Okada, Hidenobu Sai

引用次数: 1

Automatic Tag Attachment Scheme for Efficient File Search in Peer-to-Peer File Sharing Systems 点对点文件共享系统中高效文件搜索的自动标签附加方案

2011 International Conference on Advances in Social Networks Analysis and Mining Pub Date : 2011-07-25 DOI: 10.1109/ASONAM.2011.11

T. Qin, S. Fujita

引用次数: 1

Dynamics of Adolescent Friendships: The Interplay between Structure and Gender 青少年友谊的动态:结构和性别之间的相互作用

2011 International Conference on Advances in Social Networks Analysis and Mining Pub Date : 2011-07-25 DOI: 10.1109/ASONAM.2011.30

Pei-Chun Ko, V. Buskens

{"title":"Dynamics of Adolescent Friendships: The Interplay between Structure and Gender","authors":"Pei-Chun Ko, V. Buskens","doi":"10.1109/ASONAM.2011.30","DOIUrl":"https://doi.org/10.1109/ASONAM.2011.30","url":null,"abstract":"This study investigates the network characteristics of adolescent friendship networks and the interaction between network characteristics and gender. Two competing hypotheses for closure and openness are derived and tested. Adolescents might strive for network closure, because this facilitates trust and trustworthiness among their friends. However, openness can also be beneficial because it facilitates establishing multi-layered identities and finding novel ideas for school tasks. The hypothesis for interaction between structure and gender is derived from the argument that gender influences the criteria for seeking and making friends during adolescence. SIENA is used to estimate the effects of network and individual characteristics on friendship formation. The data consists of longitudinal friendship nominations of 410 Taiwanese adolescents. We find that adolescents have a tendency to establish friendships that increase network closure. This tendency is stronger for male than for female adolescents in single-gender classes. On the contrary, the tendency towards network closure is stronger for female than for male adolescents in mixed-gender classes.","PeriodicalId":416479,"journal":{"name":"2011 International Conference on Advances in Social Networks Analysis and Mining","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123400690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 7

Building a Learning Games Network in Cloud Learning Platform Based on Immigrant Education 基于移民教育的云学习平台学习游戏网络构建

2011 International Conference on Advances in Social Networks Analysis and Mining Pub Date : 2011-07-25 DOI: 10.1109/ASONAM.2011.125

Chien-Chih Tu, An-Pin Chen

引用次数: 3

Link Prediction Based on Local Information 基于本地信息的链路预测

2011 International Conference on Advances in Social Networks Analysis and Mining Pub Date : 2011-07-25 DOI: 10.1109/ASONAM.2011.43

Yuxiao Dong, Qing Ke, Bai Wang, Bin Wu

引用次数: 24

Post-Level Spam Detection for Social Bookmarking Web Sites 社会书签网站的后级垃圾邮件检测

2011 International Conference on Advances in Social Networks Analysis and Mining Pub Date : 2011-07-25 DOI: 10.1109/ASONAM.2011.81

Hsin-Chang Yang, Chung-Hong Lee

{"title":"Post-Level Spam Detection for Social Bookmarking Web Sites","authors":"Hsin-Chang Yang, Chung-Hong Lee","doi":"10.1109/ASONAM.2011.81","DOIUrl":"https://doi.org/10.1109/ASONAM.2011.81","url":null,"abstract":"Social book marking Web sites have emerged recently for collecting and sharing of interesting Web sites among users. People can add Web pages to such sites as bookmarks and allow themselves as well as others to manipulate them. One of the key features of the social book marking sites is the ability of annotating a Web page when it is being bookmarked. The annotation usually contains a set of words or phrases, which are collectively known as tags, that could reveal the semantics of the annotated Web page. Efficient and effective search of Web pages can then be achieved via such tags. However, spam tags that are irrelevant to the content of Web pages often appear to deceive other users for malicious or commercial purposes. Various techniques have been devised to tackle such tag spam detection problem. Most of these techniques were able to detect a user that always annotate spam tags. However, finer levels of detection are seldom discussed. In this work, we will propose a method based on a text mining approach to discover the relations between Web pages and there tag posts. These relations are then used to compute the similarity between a Web page and its tag post to decide if it is a spam post. Preliminary experiments show that the accuracy of the post-level spam detection task is 83%.","PeriodicalId":416479,"journal":{"name":"2011 International Conference on Advances in Social Networks Analysis and Mining","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126986901","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 11

Modeling Player Performance in Massively Multiplayer Online Role-Playing Games: The Effects of Diversity in Mentoring Network 大型多人在线角色扮演游戏玩家表现建模:师徒网络多样性的影响

2011 International Conference on Advances in Social Networks Analysis and Mining Pub Date : 2011-07-25 DOI: 10.1109/ASONAM.2011.113

Kyong Jin Shim, Kuo-Wei Hsu, J. Srivastava

{"title":"Modeling Player Performance in Massively Multiplayer Online Role-Playing Games: The Effects of Diversity in Mentoring Network","authors":"Kyong Jin Shim, Kuo-Wei Hsu, J. Srivastava","doi":"10.1109/ASONAM.2011.113","DOIUrl":"https://doi.org/10.1109/ASONAM.2011.113","url":null,"abstract":"This study investigates and reports preliminary findings on player performance prediction approaches which model player's past performance and social diversity in mentoring network in Ever Quest II, a popular massively multiplayer online role-playing game (MMORPG) developed by Sony Online Entertainment. Our contributions include a better understanding of performance metrics used in the game and a foundation of recommendation systems for mentors and apprentices. We examined three different game servers from the Ever Quest II game logs. In all three servers, the results from our analyses suggest that increase in social diversity in terms of characters and classes encountered moderately negatively correlates with player performance. Based on this finding, we built predictive models to predict player's future performance based on past performance and social diversity in terms of mentoring activities. Our results indicate that 1) models employing past performance and social diversity perform better and 2) prediction for mentors is generally better than that for apprentices.","PeriodicalId":416479,"journal":{"name":"2011 International Conference on Advances in Social Networks Analysis and Mining","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121545314","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 8

Community Detection in Dynamic Social Networks: A Random Walk Approach 动态社会网络中的社区检测:一种随机漫步方法

2011 International Conference on Advances in Social Networks Analysis and Mining Pub Date : 2011-07-25 DOI: 10.1109/ASONAM.2011.77

Liang-Cheng Huang, T. Yen, S. Chou

引用次数: 7

Applying Link Prediction to Ranking Candidates for High-Level Government Post 链接预测在政府高层职位候选人排名中的应用

2011 International Conference on Advances in Social Networks Analysis and Mining Pub Date : 2011-07-25 DOI: 10.1109/ASONAM.2011.54

Jyishane Liu, Ke-Chih Ning

引用次数: 7

Finding and Matching Communities in Social Networks Using Data Mining 使用数据挖掘在社交网络中发现和匹配社区

2011 International Conference on Advances in Social Networks Analysis and Mining Pub Date : 2011-07-25 DOI: 10.1109/ASONAM.2011.90

Slah Alsaleh, R. Nayak, Yue Xu

引用次数: 17