A trainable document summarizer
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Automatic text structuring and summarization
Information Processing and Management: an International Journal - Special issue: methods and tools for the automatic construction of hypertext
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Classification algorithms for NETNEWS articles
Proceedings of the eighth international conference on Information and knowledge management
New Methods in Automatic Extracting
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
Advances in Automatic Text Summarization
Advances in Automatic Text Summarization
Summary evaluation and text categorization
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Web-page classification through summarization
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Web page summarization using dynamic content
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
The automatic creation of literature abstracts
IBM Journal of Research and Development
Improving Text Summarization Using Noun Retrieval Techniques
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Data & Knowledge Engineering
Adaptation of RSS feeds based on the user profile and on the end device
Journal of Network and Computer Applications
W-kmeans: clustering news articles using wordNet
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part III
An efficient mechanism for stemming and tagging: the case of Greek language
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part III
Combining summaries using unsupervised rank aggregation
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Enhancing meta-portals using dynamic user context personalization techniques
Journal of Network and Computer Applications
A clustering technique for news articles using WordNet
Knowledge-Based Systems
Hi-index | 0.00 |
In this manuscript we present the summarization and categorization subsystems of a complete mechanism that begins with web-page fetching and concludes with representation of the collected data to the end users through a personalized portal. The system intends to collect articles from major news portals and, following an algorithmic procedure, to create a more user friendly and personalized ''view'' of the articles. Before presenting the information back to the end user, the core of our mechanism automatically categorizes data and then extracts personalized summaries. We focalize to the core of the mechanism and more specifically, we present the algorithms used for the summarization and the categorization of texts. The algorithms are not utilized only for producing isolated data, targeted to a specific subsystem, but a combination of the algorithms, which achieves co-operation of the categorization and summarization mechanisms, is introduced in order to enhance text labeling through the personalized summaries that are constructed.