UMAP ... proceedings of the ... Conference on User Modeling, Adaptation and Personalization. UMAP (Conference)最新文献_第2页

Propensity Modelling for Intelligent Content 智能内容的倾向建模

UMAP ... proceedings of the ... Conference on User Modeling, Adaptation and Personalization. UMAP (Conference) Pub Date : 2017-07-09 DOI: 10.1145/3099023.3099029

Rebekah Storan Clarke

{"title":"Propensity Modelling for Intelligent Content","authors":"Rebekah Storan Clarke","doi":"10.1145/3099023.3099029","DOIUrl":"https://doi.org/10.1145/3099023.3099029","url":null,"abstract":"Intelligent Content was proposed by Ann Rockley as content that is structurally rich and semantically aware and therefore automatically discoverable, reusable, reconfigurable, and adaptable. Currently, the majority of approaches to achieving Intelligent Content are service-side, where cloud services discover and transform content before delivering it to a client or user. An alternative approach to achieving Intelligent Content, embeds the intelligence within the content itself, imbuing the content with the ability to call services and enact discovery, reusability, reconfiguration and adaption on the client-side.Thus, the Intelligent Content can be proactive in calling cloud services and perform contextually relevant transformations or behaviours. This work explores this client-side approach to Intelligent Content and aims to examine the content-service interactions in such a system. The research follows a case-study based approach, examining the development of a client-side user model utilised to personalise and cache content on the client-side. Specifically, the research examines a propensity model, monitoring implicit user actions such as mouse movement and scrolling to create content that knows the propensity of a user to click on various page elements. Evaluation of the proposed architecture will examine the impact of content-service interaction frequency on system accuracy and response time.","PeriodicalId":93391,"journal":{"name":"UMAP ... proceedings of the ... Conference on User Modeling, Adaptation and Personalization. UMAP (Conference)","volume":"21 1","pages":"119-120"},"PeriodicalIF":0.0,"publicationDate":"2017-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78886832","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: 0

Enhancing Personalized Document Ranking using Social Information 利用社会信息增强个性化文档排名

UMAP ... proceedings of the ... Conference on User Modeling, Adaptation and Personalization. UMAP (Conference) Pub Date : 2016-07-13 DOI: 10.1145/2930238.2930374

Nawal Ould Amer

{"title":"Enhancing Personalized Document Ranking using Social Information","authors":"Nawal Ould Amer","doi":"10.1145/2930238.2930374","DOIUrl":"https://doi.org/10.1145/2930238.2930374","url":null,"abstract":"1. RESEARCH OVERVIEW Social networks (like Facebook and MySpace), collaborative bookmarking systems (like Bibsonomy, Delicious, and CiteULike) and Microblog systems like twitter, offer services such as sharing, commenting, tagging, publishing, rating, retweeting and discussing, that make users increasingly active. Hence, users are more and more connected. Given the tremendous amount of information, witch is generated by these platforms, there is a need to an Information Retrieval (IR) system to automatically answer user’s queries. However, IR system, in this case should take into account additional criteria, such as user’s social networks, user’s interests, user’s preferences, etc. In other words, the classical IR systems should be personalized. In personalized information retrieval, the search process considers a user’s model that covers user’s interest, behavior and history. Commonly, users models are build trough user’s query logs [10], user’s posts (such as tweets, blogs and comments) [15], user’s tags and bookmarking [1, 12, 16]. Consequently, a user is represented by a profile. The user profile is then used in IR system in two main scenarios, “query expansion” [3, 4, 7], or document “re-ranking”[6, 8, 9,","PeriodicalId":93391,"journal":{"name":"UMAP ... proceedings of the ... Conference on User Modeling, Adaptation and Personalization. UMAP (Conference)","volume":"121 1","pages":"345-348"},"PeriodicalIF":0.0,"publicationDate":"2016-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83160871","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: 0

Context-Aware User Modeling Strategies for Journey Plan Recommendation 基于上下文感知的旅行计划推荐用户建模策略

UMAP ... proceedings of the ... Conference on User Modeling, Adaptation and Personalization. UMAP (Conference) Pub Date : 2015-06-29 DOI: 10.1007/978-3-319-20267-9_6

Victor Codina, Jose Mena, Luis Oliva

引用次数: 15

News Recommenders: Real-Time, Real-Life Experiences 新闻推荐:实时的、真实的体验

UMAP ... proceedings of the ... Conference on User Modeling, Adaptation and Personalization. UMAP (Conference) Pub Date : 2015-06-29 DOI: 10.1007/978-3-319-20267-9_28

D. Doychev, Rachael Rafter, A. Lawlor, Barry Smyth

引用次数: 7

User Model in a Box: Cross-System User Model Transfer for Resolving Cold Start Problems 盒子里的用户模型:解决冷启动问题的跨系统用户模型转移

UMAP ... proceedings of the ... Conference on User Modeling, Adaptation and Personalization. UMAP (Conference) Pub Date : 2015-06-29 DOI: 10.1007/978-3-319-20267-9_24

C. Wongchokprasitti, J. Peltonen, Tuukka Ruotsalo, P. Bandyopadhyay, Giulio Jacucci, Peter Brusilovsky

引用次数: 21

Towards a Recommender Engine for Personalized Visualizations 迈向个性化可视化的推荐引擎

UMAP ... proceedings of the ... Conference on User Modeling, Adaptation and Personalization. UMAP (Conference) Pub Date : 2015-06-29 DOI: 10.1007/978-3-319-20267-9_14

Belgin Mutlu, Eduardo Veas, C. Trattner, V. Sabol

引用次数: 7

Personality Correlates for Digital Concert Program Notes 数字音乐会节目笔记的个性关联

UMAP ... proceedings of the ... Conference on User Modeling, Adaptation and Personalization. UMAP (Conference) Pub Date : 2015-06-29 DOI: 10.1007/978-3-319-20267-9_32

M. Tkalcic, B. Ferwerda, D. Hauger, M. Schedl

引用次数: 29

MobiScore: Towards Universal Credit Scoring from Mobile Phone Data MobiScore:基于手机数据的通用信用评分

UMAP ... proceedings of the ... Conference on User Modeling, Adaptation and Personalization. UMAP (Conference) Pub Date : 2015-06-29 DOI: 10.1007/978-3-319-20267-9_16

José San Pedro, Davide Proserpio, Nuria Oliver

引用次数: 60

Modelling the User Modelling Community (and Other Communities as Well) 建模用户建模社区(以及其他社区)

UMAP ... proceedings of the ... Conference on User Modeling, Adaptation and Personalization. UMAP (Conference) Pub Date : 2015-06-29 DOI: 10.1007/978-3-319-20267-9_31

Dario De Nart, Dante Degl'Innocenti, Andrea Pavan, Marco Basaldella, C. Tasso

引用次数: 5

MOOClm: User Modelling for MOOCs mooc: mooc的用户建模

UMAP ... proceedings of the ... Conference on User Modeling, Adaptation and Personalization. UMAP (Conference) Pub Date : 2015-06-29 DOI: 10.1007/978-3-319-20267-9_7

Ronny Cook, J. Kay, B. Kummerfeld

引用次数: 24