Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Finding others online: reputation systems for social online spaces
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Recommender System Based on Consumer Product Reviews
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Why we twitter: understanding microblogging usage and communities
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
Recommending topics for self-descriptions in online user profiles
Proceedings of the 2008 ACM conference on Recommender systems
Do you know?: recommending people to invite into your social network
Proceedings of the 14th international conference on Intelligent user interfaces
Make new friends, but keep the old: recommending people on social networking sites
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Tagommenders: connecting users to items through tags
Proceedings of the 18th international conference on World wide web
Increasing engagement through early recommender intervention
Proceedings of the third ACM conference on Recommender systems
Short and tweet: experiments on recommending content from information streams
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Content-based recommendation systems
The adaptive web
What is Twitter, a social network or a news media?
Proceedings of the 19th international conference on World wide web
Personalized and automatic social summarization of events in video
Proceedings of the 16th international conference on Intelligent user interfaces
On using the real-time web for news recommendation & discovery
Proceedings of the 20th international conference companion on World wide web
Tweetflows: flexible workflows with twitter
Proceedings of the 3rd International Workshop on Principles of Engineering Service-Oriented Systems
Finding useful users on twitter: twittomender the followee recommender
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Personalized activity streams: sifting through the "river of news"
Proceedings of the fifth ACM conference on Recommender systems
Recommendations in social media for brand monitoring
Proceedings of the fifth ACM conference on Recommender systems
Using tag recommendations to homogenize folksonomies in microblogging environments
SocInfo'11 Proceedings of the Third international conference on Social informatics
ETree: Effective and Efficient Event Modeling for Real-Time Online Social Media Networks
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
User oriented tweet ranking: a filtering approach to microblogs
Proceedings of the 20th ACM international conference on Information and knowledge management
ThemeCrowds: multiresolution summaries of twitter usage
Proceedings of the 3rd international workshop on Search and mining user-generated contents
We know what @you #tag: does the dual role affect hashtag adoption?
Proceedings of the 21st international conference on World Wide Web
Recommendations to boost content spread in social networks
Proceedings of the 21st international conference on World Wide Web
Information Retrieval on the Blogosphere
Foundations and Trends in Information Retrieval
Modeling user posting behavior on social media
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Collaborative personalized tweet recommendation
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Tagging users based on Twitter lists
International Journal of Web Engineering and Technology
A multi-faceted user model for twitter
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
Aggregating content and network information to curate twitter user lists
Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web
Tweet recommendation with graph co-ranking
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Generating event storylines from microblogs
Proceedings of the 21st ACM international conference on Information and knowledge management
Time-aware topic recommendation based on micro-blogs
Proceedings of the 21st ACM international conference on Information and knowledge management
Proceedings of the 21st ACM international conference on Information and knowledge management
An analysis of topical proximity in the twitter social graph
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
A survey of recommender systems in twitter
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
A multi-view content-based user recommendation scheme for following users in twitter
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Integrating social information into collaborative filtering for celebrities recommendation
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part II
Personalized recommendation based on implicit social network of researchers
ICPCA/SWS'12 Proceedings of the 2012 international conference on Pervasive Computing and the Networked World
Early and Late Fusion Methods for the Automatic Creation of Twitter Lists
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Analyzing User Retweet Behavior on Twitter
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Discovery of Interesting Users in Twitter by Overlapping Propagation Paths of Retweets
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
User Interest and Topic Detection for Personalized Recommendation
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Incorporating popularity in topic models for social network analysis
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Informational friend recommendation in social media
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Apache-affiliated twitter screen names: a dataset
Proceedings of the 10th Working Conference on Mining Software Repositories
Signal-based user recommendation on twitter
Proceedings of the 22nd international conference on World Wide Web companion
Whom to mention: expand the diffusion of tweets by @ recommendation on micro-blogging systems
Proceedings of the 22nd international conference on World Wide Web
Predicting purchase behaviors from social media
Proceedings of the 22nd international conference on World Wide Web
A probabilistic graphical model for brand reputation assessment in social networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
ProfileRank: finding relevant content and influential users based on information diffusion
Proceedings of the 7th Workshop on Social Network Mining and Analysis
Community-based user recommendation in uni-directional social networks
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Recommending branded products from social media
Proceedings of the 7th ACM conference on Recommender systems
Evolving friend lists in social networks
Proceedings of the 7th ACM conference on Recommender systems
Interest mining from user tweets
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Mining user interest and its evolution for recommendation on the micro-blogging system
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
Followee recommendation based on text analysis of micro-blogging activity
Information Systems
Seeder finder: identifying additional needles in the Twitter haystack
Proceedings of the 6th ACM SIGSPATIAL International Workshop on Location-Based Social Networks
Twitter-based user modeling for news recommendations
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Who proposed the relationship?: recovering the hidden directions of undirected social networks
Proceedings of the 23rd international conference on World wide web
A statistical approach to mining customers' conversational data from social media
IBM Journal of Research and Development
Hi-index | 0.00 |
Recently the world of the web has become more social and more real-time. Facebook and Twitter are perhaps the exemplars of a new generation of social, real-time web services and we believe these types of service provide a fertile ground for recommender systems research. In this paper we focus on one of the key features of the social web, namely the creation of relationships between users. Like recent research, we view this as an important recommendation problem -- for a given user, UT which other users might be recommended as followers/followees -- but unlike other researchers we attempt to harness the real-time web as the basis for profiling and recommendation. To this end we evaluate a range of different profiling and recommendation strategies, based on a large dataset of Twitter users and their tweets, to demonstrate the potential for effective and efficient followee recommendation.