Digital image processing (2nd ed.)
Digital image processing (2nd ed.)
Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
Elements of information theory
Elements of information theory
C4.5: programs for machine learning
C4.5: programs for machine learning
The use of MMR, diversity-based reranking for reordering documents and producing summaries
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Foundations of statistical natural language processing
Foundations of statistical natural language processing
Temporal summaries of new topics
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Placing search in context: the concept revisited
ACM Transactions on Information Systems (TOIS)
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Models of attention in computing and communication: from principles to applications
Communications of the ACM
Combining Multiple Learning Strategies for Effective Cross Validation
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Bursty and hierarchical structure in streams
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Topic-conditioned novelty detection
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Measures of distributional similarity
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Experiments in multidocument summarization
HLT '02 Proceedings of the second international conference on Human Language Technology Research
HLT '02 Proceedings of the second international conference on Human Language Technology Research
WWW '05 Proceedings of the 14th international conference on World Wide Web
The anatomy of a news search engine
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Semantic knowledge extraction and annotation for web images
Proceedings of the 13th annual ACM international conference on Multimedia
Text Classification with Evolving Label-Sets
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
A probabilistic approach to spatiotemporal theme pattern mining on weblogs
Proceedings of the 15th international conference on World Wide Web
Complementary information retrieval for cross-media news content
Information Systems
Open user profiles for adaptive news systems: help or harm?
Proceedings of the 16th international conference on World Wide Web
Why we search: visualizing and predicting user behavior
Proceedings of the 16th international conference on World Wide Web
Compare&contrast: using the web to discover comparable cases for news stories
Proceedings of the 16th international conference on World Wide Web
A multi-criteria content-based filtering system
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Novelty detection for cross-lingual news stories with visual duplicates and speech transcripts
Proceedings of the 15th international conference on Multimedia
Practical elimination of near-duplicates from web video search
Proceedings of the 15th international conference on Multimedia
Measuring novelty and redundancy with multiple modalities in cross-lingual broadcast news
Computer Vision and Image Understanding
Maintaining dynamic channel profiles on the web
Proceedings of the VLDB Endowment
Characterization of the evolution of a news Web site
Journal of Systems and Software
Rich interfaces for reading news on the web
Proceedings of the 14th international conference on Intelligent user interfaces
Personalized recommendation on dynamic content using predictive bilinear models
Proceedings of the 18th international conference on World wide web
Topic and Viewpoint Extraction for Diversity and Bias Analysis of News Contents
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
Scalable Web Mining with Newistic
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Meme-tracking and the dynamics of the news cycle
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering event episodes from news corpora: a temporal-based approach
Proceedings of the 11th International Conference on Electronic Commerce
Towards modeling threaded discussions using induced ontology knowledge
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Online assessment of content skill levels for medical texts
Expert Systems with Applications: An International Journal
Graph-based text representation for novelty detection
TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing
Tell me more, not just "more of the same"
Proceedings of the 15th international conference on Intelligent user interfaces
The adaptive web
User preference modeling from positive contents for personalized recommendation
DS'07 Proceedings of the 10th international conference on Discovery science
Modeling and learning user profiles for personalized content service
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
Adaptive website design using caching algorithms
WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
Autonomous news clustering and classification for an intelligent web portal
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Data & Knowledge Engineering
Detecting novel business blogs
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Burst detection from multiple data streams: a network-based approach
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Connecting the dots between news articles
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Context comparison of bursty events in web search and online media
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
A word at a time: computing word relatedness using temporal semantic analysis
Proceedings of the 20th international conference on World wide web
Database optimization for novelty mining of business blogs
Expert Systems with Applications: An International Journal
Twitinfo: aggregating and visualizing microblogs for event exploration
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
SCENE: a scalable two-stage personalized news recommendation system
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Connecting Two (or Less) Dots: Discovering Structure in News Articles
ACM Transactions on Knowledge Discovery from Data (TKDD)
Top-N news recommendations in digital newspapers
Knowledge-Based Systems
Discovering authoritative news sources and top news stories
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
PNS: personalized multi-source news delivery
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
A flexible news filtering model exploiting a hierarchical fuzzy categorization
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
Convergence of influential bloggers for topic discovery in the blogosphere
SBP'10 Proceedings of the Third international conference on Social Computing, Behavioral Modeling, and Prediction
Your two weeks of fame and your grandmother's
Proceedings of the 21st international conference on World Wide Web
Novelty detection in wildlife scenes through semantic context modelling
Pattern Recognition
Collaborative user modeling for enhanced content filtering in recommender systems
Decision Support Systems
Open domain event extraction from twitter
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Multi-faceted ranking of news articles using post-read actions
Proceedings of the 21st ACM international conference on Information and knowledge management
Processing continuous text queries featuring non-homogeneous scoring functions
Proceedings of the 21st ACM international conference on Information and knowledge management
PRemiSE: personalized news recommendation via implicit social experts
Proceedings of the 21st ACM international conference on Information and knowledge management
Supporting rapid processing and interactive map-based exploration of streaming news
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
PENETRATE: Personalized news recommendation using ensemble hierarchical clustering
Expert Systems with Applications: An International Journal
News recommendation via hypergraph learning: encapsulation of user behavior and news content
Proceedings of the sixth ACM international conference on Web search and data mining
Mining Frequent Generalized Patterns for Web Personalization in the Presence of Taxonomies
International Journal of Data Warehousing and Mining
A Comparison Study for Novelty Control Mechanisms Applied to Web News Stories
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Contextifier: automatic generation of annotated stock visualizations
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
NIFTY: a system for large scale information flow tracking and clustering
Proceedings of the 22nd international conference on World Wide Web
Workshop and challenge on news recommender systems
Proceedings of the 7th ACM conference on Recommender systems
Towards a journalist-based news recommendation system: The Wesomender approach
Expert Systems with Applications: An International Journal
Personalized news recommendation via implicit social experts
Information Sciences: an International Journal
Modeling and broadening temporal user interest in personalized news recommendation
Expert Systems with Applications: An International Journal
Hi-index | 0.01 |
We present a principled methodology for filtering news stories by formal measures of information novelty, and show how the techniques can be usedto custom-tailor news feeds based on information that a user has already reviewed. We review methods for analyzing novelty and then describe Newsjunkie, a system that personalizes news for users by identifying the novelty of stories in the context of stories they have already reviewed. Newsjunkie employs novelty-analysis algorithms that represent articles as words and named entities. The algorithms analyze inter-andintra-document dynamics by considering how information evolves over timefrom article to article, as well as within individual articles. We review the results of a user study undertaken to gauge the value of the approachover legacy time-based review of newsfeeds, and also to compare the performance of alternate distance metrics that are used to estimate the dissimilarity between candidate new articles and sets of previously reviewed articles.