Making large-scale support vector machine learning practical
Advances in kernel methods
Cumulated gain-based evaluation of IR techniques
ACM Transactions on Information Systems (TOIS)
Learning effective ranking functions for newsgroup search
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Building implicit links from content for forum search
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
BlogRank: ranking weblogs based on connectivity and similarity features
AAA-IDEA '06 Proceedings of the 2nd international workshop on Advanced architectures and algorithms for internet delivery and applications
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
A Link-Based Rank of Postings in Newsgroup
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Question utility: a novel static ranking of question search
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Short and tweet: experiments on recommending content from information streams
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Time is of the essence: improving recency ranking using Twitter data
Proceedings of the 19th international conference on World wide web
postingRank: bringing order to web forum postings
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Mark my words!: linguistic style accommodation in social media
Proceedings of the 20th international conference on World wide web
Effective ranking techniques for book review retrieval based on the structural feature
ICHIT'11 Proceedings of the 5th international conference on Convergence and hybrid information technology
Linguistic redundancy in Twitter
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Credibility ranking of tweets during high impact events
Proceedings of the 1st Workshop on Privacy and Security in Online Social Media
Mining microblogs to infer music artist similarity and cultural listening patterns
Proceedings of the 21st international conference companion on World Wide Web
Uprising microblogs: a bayesian network retrieval model for tweet search
Proceedings of the 27th Annual ACM Symposium on Applied Computing
An investigation of term weighting approaches for microblog retrieval
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I
Ranking tweets considering trust and relevance
Proceedings of the Ninth International Workshop on Information Integration on the Web
Information Retrieval on the Blogosphere
Foundations and Trends in Information Retrieval
Learning to rank social update streams
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
Twinder: a search engine for twitter streams
ICWE'12 Proceedings of the 12th international conference on Web Engineering
Tweet recommendation with graph co-ranking
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Making your interests follow you on twitter
Proceedings of the 21st ACM international conference on Information and knowledge management
Quality models for microblog retrieval
Proceedings of the 21st ACM international conference on Information and knowledge management
Query-biased learning to rank for real-time twitter search
Proceedings of the 21st ACM international conference on Information and knowledge management
Tweet classification based on their lifetime duration
Proceedings of the 21st ACM international conference on Information and knowledge management
Survival analysis for freshness in microblogging search
Proceedings of the 21st ACM international conference on Information and knowledge management
Improving recency ranking using twitter data
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
Co-factorization machines: modeling user interests and predicting individual decisions in Twitter
Proceedings of the sixth ACM international conference on Web search and data mining
A multi-view content-based user recommendation scheme for following users in twitter
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Pollux: towards scalable distributed real-time search on microblogs
Proceedings of the 16th International Conference on Extending Database Technology
A survey of learning to rank for real-time twitter search
ICPCA/SWS'12 Proceedings of the 2012 international conference on Pervasive Computing and the Networked World
Featured Tweet Search: Modeling Time and Social Influence for Microblog Retrieval
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
New metric measure for the improvement of search results in microblogs
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
Effectiveness of state-of-the-art features for microblog search
Proceedings of the 28th Annual ACM Symposium on Applied Computing
To follow or not to follow: a feature evaluation
Proceedings of the 22nd international conference on World Wide Web companion
Relevance in microblogs: enhancing tweet retrieval using hyperlinked documents
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
The Impacts of Structural Difference and Temporality of Tweets on Retrieval Effectiveness
ACM Transactions on Information Systems (TOIS)
Clustering-based transduction for learning a ranking model with limited human labels
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Exploiting ranking factorization machines for microblog retrieval
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Are Some Tweets More Interesting Than Others? #HardQuestion
Proceedings of the Symposium on Human-Computer Interaction and Information Retrieval
Social influence locality for modeling retweeting behaviors
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Identifying interesting Twitter contents using topical analysis
Expert Systems with Applications: An International Journal
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Twitter, as one of the most popular micro-blogging services, provides large quantities of fresh information including real-time news, comments, conversation, pointless babble and advertisements. Twitter presents tweets in chronological order. Recently, Twitter introduced a new ranking strategy that considers popularity of tweets in terms of number of retweets. This ranking method, however, has not taken into account content relevance or the twitter account. Therefore a large amount of pointless tweets inevitably flood the relevant tweets. This paper proposes a new ranking strategy which uses not only the content relevance of a tweet, but also the account authority and tweet-specific features such as whether a URL link is included in the tweet. We employ learning to rank algorithms to determine the best set of features with a series of experiments. It is demonstrated that whether a tweet contains URL or not, length of tweet and account authority are the best conjunction.