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Context-Aware Event Recommendation in Event-based Social Networks

Augusto Q. Macedo, Leandro B. Marinho, Rodrygo L.T. Santos
2015 Proceedings of the 9th ACM Conference on Recommender Systems - RecSys '15  
However, the sheer volume of events available in event-based social networks (EBSNs) often undermines the users' ability to choose the events that best fit their interests.  ...  In particular, besides contentbased signals based on the events' description and collaborative signals derived from users' RSVPs, we exploit social signals based on group memberships, location signals  ...  INTRODUCTION Event-based social networks (EBSNs) are online social networks where users can create, promote and share upcoming events of any kind with other users.  ... 
doi:10.1145/2792838.2800187 dblp:conf/recsys/MacedoMS15 fatcat:rccnr4odlrd5jeplv3rt2ydeve

A Survey of Context-Aware Recommendation Schemes in Event-Based Social Networks

Xiaomei Huang, Guoqiong Liao, Naixue Xiong, Athanasios V. Vasilakos, Tianming Lan
2020 Electronics  
In recent years, Event-based social network (EBSN) applications, such as Meetup and DoubanEvent, have received popularity and rapid growth.  ...  They provide convenient online platforms for users to create, publish, and organize social events, which will be held in physical places.  ...  Douban Event is the largest online event-based social network in China, while Meetup found in New York in USA has users and groups worldwide.  ... 
doi:10.3390/electronics9101583 fatcat:hdapa7y4vfcefcprlngjnjn5ai

Mobile Multimedia Recommendation in Smart Communities: A Survey [article]

Feng Xia, Nana Yaw Asabere, Ahmedin Mohammed Ahmed, Jing Li, Xiangjie Kong
2013 arXiv   pre-print
In this survey paper, we examine the importance of mobile multimedia recommendation systems from the perspective of three smart communities, namely, mobile social learning, mobile event guide and context-aware  ...  A cautious analysis of existing research reveals that the implementation of proactive, sensor-based and hybrid recommender systems can improve mobile multimedia recommendations.  ...  [78] recommended events to users within a social networking site. It can be any networking environment. They used a social environment that has been designed similarly to Facebook.  ... 
arXiv:1312.6565v1 fatcat:myep75jg4fcvhgscrxjmouoksm

A Survey On Link Prediction With Or Without Time Aware Feature In Social Network

Prof. Khushboo Satpute*, Prof Pankaj Choudhary
2016 Zenodo  
In most social network links are dynamics and change over the time in network.  ...  Online network systems have become popular in many social, biological and information system in recent year.  ...  He received the Masters of Technology in IT ,SOIT UIT RGTU.He has published my paper in Social network,Link predictions.  ... 
doi:10.5281/zenodo.50967 fatcat:hcmxyxlh5vhihg6v33gb3vb3cu

Localrec 2017 workshop report: the First ACM SIGSPATIAL Workshop on Recommendations for Location-Based Services and Social Networks

Panagiotis Bouros, Matthias Renz, Dimitris Sacharidis
2018 SIGSPATIAL Special  
The LocalRec'15 workshop brings together scholars from location-based services and recommender systems, and seeks to set out new trends and research directions.  ...  This torrent of geo-referenced data provides a tremendous potential to augment recommender systems.  ...  The non-exhaustive list of topics relevant to LocalRec'15 was the following. • Location-based social networks friend/communities recommendations event, venue, and other location-aware recommendations extracting  ... 
doi:10.1145/3178392.3178409 fatcat:v22izpcxxfeepo7licrrp4fx24

A Weight-Aware Recommendation Algorithm for Mobile Multimedia Systems

Pedro M. P. Rosa, Joel J. P. C. Rodrigues, Filippo Basso
2013 Mobile Information Systems  
This paper presents a mobile recommendation system for events, based on few weighted context-awareness data-fusion algorithms to combine several multimedia sources.  ...  guide him in his/her daily choices, like concerts, restaurants, sport gatherings, or culture events.  ...  Acknowledgments This work has been partially supported by the Instituto de Telecomunicações, Next Generation Networks and Applications Group (NetGNA), Portugal, by National Funding from the FCT -Fundação  ... 
doi:10.1155/2013/291358 fatcat:kpl45olkijdetg5s2u4q67jgia

Deep Contextual Learning for Event-Based Potential User Recommendation in Online Social Networks

T. Manojpraphakar, A. Soundarrajan
2022 Intelligent Automation and Soft Computing  
Event recommendation allows people to identify various recent upcoming social events.  ...  Based on the Profile or User recommendation people will identify the group of users to subscribe the event and to participate, despite it faces cold-start issues intrinsically.  ...  In Section 3, the correlation aware deep influence prediction framework for recommending profile to the social event using Deep belief Network.  ... 
doi:10.32604/iasc.2022.025090 fatcat:iy3vh2yilbgndm4znef4yk4mgm

Context-Aware Recommender Systems for Social Networks: Review, Challenges and Opportunities

Areej Bin Suhaim, Jawad Berri
2021 IEEE Access  
Context-aware recommender systems dedicated to online social networks experienced noticeable growth in the last few years.  ...  In this research, we present a comprehensive review of context-aware recommender systems developed for social networks.  ...  CONTEXT FACTORS RQ1: Which context factors are used in context-aware recommendation systems for social networks?  ... 
doi:10.1109/access.2021.3072165 fatcat:i3igbxd44jhrzcyvynevpidcwq

Detailed Comparison of America's Army Game and Unit of Action Experiments

Mike Schneider, Kathleen M. Carley, Il Chul Moon
2005 Social Science Research Network  
network or policy by adopting a research method used in the America's Army analysis.  ...  In this paper, we compare the two simulation analyses in terms of their initial features, results, and recommendations.  ...  Additionally, we can see that social network distance and physical distance affects the shared situation awareness of a UA command and control post.  ... 
doi:10.2139/ssrn.2726826 fatcat:a66sg26vwfd33kapfudyc2xsky

A dual-perspective latent factor model for group-aware social event recommendation

Yogesh Jhamb, Yi Fang
2017 Information Processing & Management  
Event-based social networks (EBSNs) have experienced increased popularity and rapid growth.  ...  In this paper, we propose a dual-perspective latent factor model for group-aware event recommendation by using two kinds of latent factors to model the dual effect of groups: one from the useroriented  ...  Introduction Event recommender systems have recently gained prevalence with the advent of Event-Based Social Networks (EBSNs) .  ... 
doi:10.1016/j.ipm.2017.01.001 fatcat:l6tpel7d5vg6hih4tgmpfk7uyq

Should I Stay or Should I Go? Improving Event Recommendation in the Social Web [article]

Federica Cena, Silvia Likavec, Ilaria Lombardi, Claudia Picardi
2014 arXiv   pre-print
This paper focuses on the recommendation of events in the Social Web, and addresses the problem of finding if, and to which extent, certain features, which are peculiar to events, are relevant in predicting  ...  We consider in particular three "additional" features that are usually shown to users within social networking environments: reachability from the user location, the reputation of the event in the community  ...  In the work of Karol Waga and Fränti (2011) , a context-aware recommender 4 of location-based activities is described.  ... 
arXiv:1407.0153v1 fatcat:hnb2w2biabcf5mlfeoz7dzwnbq

Should I Stay or Should I Go? Improving Event Recommendation in the Social Web

Federica Cena, Silvia Likavec, Ilaria Lombardi, Claudia Picardi
2014 Interacting with computers  
This paper focuses on the recommendation of events in the Social Web, and addresses the problem of finding if, and to which extent, certain features, which are peculiar to events, are relevant in predicting  ...  We consider in particular three "additional" features that are usually shown to users within social networking environments: reachability from the user location, the reputation of the event in the community  ...  In the work of Karol Waga and Fränti (2011) , a context-aware recommender 4 of location-based activities is described.  ... 
doi:10.1093/iwc/iwu029 fatcat:s37bjbpfjnct7hco43grdrz36u

Supporting Social Interactions and Awareness in Educational Programming Environments

Christopher D. Hundhausen, Adam S. Carter
2014 Proceedings of the 5th Workshop on Evaluation and Usability of Programming Languages and Tools - PLATEAU '14  
In addition to these effectiveness measures, we believe there is good reason to consider the ability of programming environments to promote social interactions and awareness during programming tasks.  ...  We introduce social programming environments as a new breed of educational programming environment designed to promote social interaction and awareness, and we propose a way to evaluate such environments  ...  We then introduce a social plug-in to an integrated programming environment (IDE) that leverages trends in social networking to support social awareness and interaction.  ... 
doi:10.1145/2688204.2688215 dblp:conf/oopsla/HundhausenC14 fatcat:l5gmdpxfsje7dpds7n2nafng3y

A Novel Emotion-Aware Hybrid Music Recommendation Method Using Deep Neural Network

Shu Wang, Chonghuan Xu, Austin Shijun Ding, Zhongyun Tang
2021 Electronics  
In this study, we proposed an emotion-aware music recommendation method using deep neural networks (emoMR).  ...  the influences posed by social events.  ...  A recent study used implicit user feedback data from social networks to build an emotion-aware music recommender based on hybrid information fusion [50] .  ... 
doi:10.3390/electronics10151769 fatcat:ej2zxbjwb5c2popykdv3ezip6u

Applying Social Event Data for the Management of Cellular Networks

Sergio Fortes, David Palacios, Inmaculada Serrano, Raquel Barco
2018 IEEE Communications Magazine  
Internet provides a growing variety of social data sources: calendars, event aggregators, social networks, browsers, etc.  ...  tasks, since the social events largely affect the cellular network performance.  ...  INPUTS FOR SOCIAL-AWARE NETWORK ANALY- SES The proposed framework for the acquisition and application of social events in OAM/SON tasks follows the scheme shown in Figure 1 , whose details are described  ... 
doi:10.1109/mcom.2018.1700580 fatcat:e35qsizlenb6xme54pwdbjx2sa
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