HT ... : the proceedings of the ... ACM Conference on Hypertext and Social Media. ACM Conference on Hypertext and Social Media最新文献_第7页

Tags vs shelves: from social tagging to social classification 标签vs货架:从社会标签到社会分类

HT ... : the proceedings of the ... ACM Conference on Hypertext and Social Media. ACM Conference on Hypertext and Social Media Pub Date : 2011-06-06 DOI: 10.1145/1995966.1995981

A. Zubiaga, Christian Körner, M. Strohmaier

引用次数: 48

An algorithm to generate engaging narratives through non-linearity 一种通过非线性产生引人入胜的叙事的算法

HT ... : the proceedings of the ... ACM Conference on Hypertext and Social Media. ACM Conference on Hypertext and Social Media Pub Date : 2011-06-06 DOI: 10.1145/1995966.1996004

Vinay Chilukuri, B. Indurkhya

引用次数: 3

Personalised rating prediction for new users using latent factor models 使用潜在因素模型对新用户进行个性化评级预测

HT ... : the proceedings of the ... ACM Conference on Hypertext and Social Media. ACM Conference on Hypertext and Social Media Pub Date : 2011-06-06 DOI: 10.1145/1995966.1995976

Yanir Seroussi, F. Bohnert, Ingrid Zukerman

{"title":"Personalised rating prediction for new users using latent factor models","authors":"Yanir Seroussi, F. Bohnert, Ingrid Zukerman","doi":"10.1145/1995966.1995976","DOIUrl":"https://doi.org/10.1145/1995966.1995976","url":null,"abstract":"In recent years, personalised recommendations have gained importance in helping users deal with the abundance of information available online. Personalised recommendations are often based on rating predictions, and thus accurate rating prediction is essential for the generation of useful recommendations. Recently, rating prediction algorithms that are based on matrix factorisation have become increasingly popular, due to their high accuracy and scalability. However, these algorithms still deliver inaccurate rating predictions for new users, who submitted only a few ratings.\u0000 In this paper, we address the new user problem by introducing several extensions to the basic matrix factorisation algorithm, which take user attributes into account when generating rating predictions. We consider both demographic attributes, explicitly supplied by users, and attributes inferred from user-generated texts. Our results show that employing our text-based user attributes yields personalised rating predictions that are more accurate than our baselines, while not requiring users to explicitly supply any information about themselves and their preferences.","PeriodicalId":91270,"journal":{"name":"HT ... : the proceedings of the ... ACM Conference on Hypertext and Social Media. ACM Conference on Hypertext and Social Media","volume":"86 1","pages":"47-56"},"PeriodicalIF":0.0,"publicationDate":"2011-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83929700","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: 93

A generic approach for on-the-fly adding of context-aware features to existing websites 一种为现有网站添加上下文感知功能的通用方法

HT ... : the proceedings of the ... ACM Conference on Hypertext and Social Media. ACM Conference on Hypertext and Social Media Pub Date : 2011-06-06 DOI: 10.1145/1995966.1995987

W. V. Woensel, Sven Casteleyn, Olga De Troyer

{"title":"A generic approach for on-the-fly adding of context-aware features to existing websites","authors":"W. V. Woensel, Sven Casteleyn, Olga De Troyer","doi":"10.1145/1995966.1995987","DOIUrl":"https://doi.org/10.1145/1995966.1995987","url":null,"abstract":"More and more, mobile devices act as personal information managers and are able to obtain rich contextual information on the user's environment. Mobile, context-aware web applications can exploit this information to better address the needs of mobile users. Currently, such websites are either developed separately from their associated desktop-oriented version, or both versions are created simultaneously by employing methodologies that support multi-platform context-aware websites, requiring an extensive engineering effort. While these approaches provide a solution for developing new websites, they go past the plethora of existing websites. To address this issue, we present an approach for enhancing existing websites on-the-fly with context-aware features. We first discuss the requirements for such an adaptation process, and identify applicable adaptation methods to realize context-aware features. Next, we explain our generic approach, which is grounded in the use of semantic information extracted from existing websites. Finally, we present a concrete application of our approach that is based on the SCOUT framework for mobile and context-aware application development.","PeriodicalId":91270,"journal":{"name":"HT ... : the proceedings of the ... ACM Conference on Hypertext and Social Media. ACM Conference on Hypertext and Social Media","volume":"24 1","pages":"143-152"},"PeriodicalIF":0.0,"publicationDate":"2011-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89606480","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: 10

Semantic similarity in heterogeneous ontologies 异构本体中的语义相似性

HT ... : the proceedings of the ... ACM Conference on Hypertext and Social Media. ACM Conference on Hypertext and Social Media Pub Date : 2011-06-06 DOI: 10.1145/1995966.1995989

Elisa Chiabrando, S. Likavec, Ilaria Lombardi, Claudia Picardi, D. T. Dupré

引用次数: 16

From disasters to WOW: using web science to understand and enable 21st century multidimensional networks 从灾难到WOW:使用网络科学来理解和实现21世纪的多维网络

HT ... : the proceedings of the ... ACM Conference on Hypertext and Social Media. ACM Conference on Hypertext and Social Media Pub Date : 2011-06-06 DOI: 10.1145/1995966.1995968

N. Contractor

引用次数: 1

Implicit association via crowd-sourced coselection 通过众包共同选择的隐性关联

HT ... : the proceedings of the ... ACM Conference on Hypertext and Social Media. ACM Conference on Hypertext and Social Media Pub Date : 2011-06-06 DOI: 10.1145/1995966.1995972

H. Ashman, M. Antunovic, Satit Chaprasit, Gavin Smith, M. Truran

引用次数: 4

An experience using a spatial hypertext Wiki 使用空间超文本Wiki的体验

HT ... : the proceedings of the ... ACM Conference on Hypertext and Social Media. ACM Conference on Hypertext and Social Media Pub Date : 2011-06-06 DOI: 10.1145/1995966.1995986

C. Solís, Nour Ali

引用次数: 7

Personalisation in the wild: providing personalisation across semantic, social and open-web resources 野外的个性化:提供跨语义、社交和开放网络资源的个性化

HT ... : the proceedings of the ... ACM Conference on Hypertext and Social Media. ACM Conference on Hypertext and Social Media Pub Date : 2011-06-06 DOI: 10.1145/1995966.1995979

B. Steichen, A. O'Connor, V. Wade

{"title":"Personalisation in the wild: providing personalisation across semantic, social and open-web resources","authors":"B. Steichen, A. O'Connor, V. Wade","doi":"10.1145/1995966.1995979","DOIUrl":"https://doi.org/10.1145/1995966.1995979","url":null,"abstract":"One of the key motivating factors for information providers to use personalization is to maximise the benefit to the user in accessing their content. However, traditionally such systems have focussed on mainly corporate or professionally authored content and have not been able to leverage the benefits of other material already on the web, written about that subject by other authors. Such information includes open-web information as well as user-generated content such as forums, blogs, tags, etc. By providing personalized compositions and presentations across these heterogeneous information sources, a potentially richer user experience can be created, leveraging the mutual benefits of professionally authored content as well as open-web information and active user communities. This paper presents novel techniques and architectures that extend the personalization reserved for corporate or professionally developed content with that of user generated content and pages in the wild. Complementary affordances of Personalized Information Retrieval and Adaptive Hypermedia are leveraged in order to provide Adaptive Retrieval and Composition of Heterogeneous INformation sources for personalized hypertext Generation (ARCHING). The approach enables adaptive selection and navigation according to multiple adaptation dimensions and across a variety of heterogeneous data sources. The architectures have been applied in a real-life personalized customer care scenario and a user study evaluation involving authentic information needs has been conducted. The evidence clearly shows that the system successfully blends a user's search experience with adaptive selection and navigation techniques and that the user experience is improved in terms of both task assistance and user satisfaction.","PeriodicalId":91270,"journal":{"name":"HT ... : the proceedings of the ... ACM Conference on Hypertext and Social Media. ACM Conference on Hypertext and Social Media","volume":"14 1","pages":"73-82"},"PeriodicalIF":0.0,"publicationDate":"2011-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89903069","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: 26

Entity set expansion in opinion documents 意见文件中的实体集扩展

HT ... : the proceedings of the ... ACM Conference on Hypertext and Social Media. ACM Conference on Hypertext and Social Media Pub Date : 2011-06-06 DOI: 10.1145/1995966.1996002

Lei Zhang, B. Liu

{"title":"Entity set expansion in opinion documents","authors":"Lei Zhang, B. Liu","doi":"10.1145/1995966.1996002","DOIUrl":"https://doi.org/10.1145/1995966.1996002","url":null,"abstract":"Opinion mining has been an active research area in recent years. The task is to extract opinions expressed on entities and their attributes. For example, the sentence, \"I love the picture quality of Sony cameras,\" expresses a positive opinion on the picture quality attribute of Sony cameras. Sony is the entity. This paper focuses on mining entities (e.g., Sony). This is an important problem because without knowing the entity, the extracted opinion is of little use. The problem is similar to the classic named entity recognition problem. However, there is a major difference. In a typical opinion mining application, the user wants to find opinions on some competing entities, e.g., competing or relevant products. However, he/she often can only provide a few names as there are too many of them. The system has to find the rest from a corpus. This implies that the discovered entities must be of the same type/class. This is the set expansion problem. Classic methods for solving the problem are based on distributional similarity. However, we found this method is inaccurate. We then employ a learning-based method called Bayesian Sets. However, directly applying Bayesian Sets produces poor results. We then propose a more sophisticated way to use Bayesian Sets. This method, however, causes two major problems: entity ranking and feature sparseness. For entity ranking, we propose a re-ranking method to solve the problem. For feature sparseness, we propose two methods to re-weight features and to determine the quality of features. These methods help improve the mining results substantially. Additionally, like any learning algorithm, Bayesian Sets requires the user to engineer a set of features. We design some generic features based on part-of-speech tags of words for learning, which thus does not need to engineer features for each specific domain. Experimental results using 10 real-life datasets from diverse domains demonstrated the effectiveness of the proposed technique.","PeriodicalId":91270,"journal":{"name":"HT ... : the proceedings of the ... ACM Conference on Hypertext and Social Media. ACM Conference on Hypertext and Social Media","volume":"122 1","pages":"281-290"},"PeriodicalIF":0.0,"publicationDate":"2011-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77745442","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: 32