WebQuery: searching and visualizing the Web through connectivity
Selected papers from the sixth international conference on World Wide Web
A study of retrospective and on-line event detection
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Finding related pages in the World Wide Web
WWW '99 Proceedings of the eighth international conference on World Wide Web
Focused crawling: a new approach to topic-specific Web resource discovery
WWW '99 Proceedings of the eighth international conference on World Wide Web
Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
OCELOT: a system for summarizing Web pages
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
Efficient identification of Web communities
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Automatically summarising Web sites: is there a way around it?
Proceedings of the ninth international conference on Information and knowledge management
WebCQ-detecting and delivering information changes on the web
Proceedings of the ninth international conference on Information and knowledge management
Seeing the whole in parts: text summarization for web browsing on handheld devices
Proceedings of the 10th international conference on World Wide Web
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
Temporal summaries of new topics
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Perception of content, structure, and presentation changes in Web-based hypertext
Proceedings of the 12th ACM conference on Hypertext and Hypermedia
Using web structure for classifying and describing web pages
Proceedings of the 11th international conference on World Wide Web
ChangeDetector: a site-level monitoring tool for the WWW
Proceedings of the 11th international conference on World Wide Web
Topic Detection and Tracking: Event-Based Information Organization
Topic Detection and Tracking: Event-Based Information Organization
Advances in Automatic Text Summarization
Advances in Automatic Text Summarization
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Continual Queries for Internet Scale Event-Driven Information Delivery
IEEE Transactions on Knowledge and Data Engineering
Mining the Web: Discovering Knowledge from HyperText Data
Mining the Web: Discovering Knowledge from HyperText Data
Monitoring the dynamic web to respond to continuous queries
WWW '03 Proceedings of the 12th international conference on World Wide Web
A large-scale study of the evolution of web pages
WWW '03 Proceedings of the 12th international conference on World Wide Web
Estimating frequency of change
ACM Transactions on Internet Technology (TOIT)
Enhanced web document summarization using hyperlinks
Proceedings of the fourteenth ACM conference on Hypertext and hypermedia
Web page summarization using dynamic content
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Information fusion in the context of multi-document summarization
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
HLT '01 Proceedings of the first international conference on Human language technology research
From single to multi-document summarization: a prototype system and its evaluation
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
A comparison of rankings produced by summarization evaluation measures
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
Change summarization in web collections
IEA/AIE'2004 Proceedings of the 17th international conference on Innovations in applied artificial intelligence
Effective change detection using sampling
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Tracking and summarizing news on a daily basis with Columbia's Newsblaster
HLT '02 Proceedings of the second international conference on Human Language Technology Research
Using neighbors to date web documents
Proceedings of the 9th annual ACM international workshop on Web information and data management
Dynamic Summarization: Another Stride Towards Summarization
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Relation discovery from web data for competency management
Web Intelligence and Agent Systems
Exploring local community structures in large networks
Web Intelligence and Agent Systems
COBRA - mining web for COrporate Brand and Reputation Analysis
Web Intelligence and Agent Systems
Exploring temporal evidence in web information retrieval
FDIA'07 Proceedings of the 1st BCS IRSG conference on Future Directions in Information Access
RoClust: Role discovery for graph clustering
Web Intelligence and Agent Systems
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With the increasing popularity of the Web, efficient approaches to the information overload are becoming more necessary. Summarization of web pages aims at detecting the most important contents from pages so that a user can obtain a compact version of a web document or a group of pages. Traditionally, summaries are constructed on static snapshots of web pages. However, web pages are dynamic objects that can change their contents anytime. In this paper, we discuss the research on temporal multi-document summarization in the Web. We analyze the temporal contents of topically related collections of web pages monitored for certain time intervals. The contents derived from the temporal versions of web documents are summarized to provide information on hot topics and popular events in the collection. We propose two summarization methods that use changing and static contents of web pages downloaded at defined time intervals. The first uses a sliding window mechanism and the second is based on analyzing the time series of the document frequencies of terms. Additionally, we introduce a novel sentence selection algorithm designed for time-dependent scenarios such as temporal summarization.