A statistical approach to mechanized encoding and searching of literary information
IBM Journal of Research and Development
Machine learning of generic and user-focused summarization
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Temporal summaries of new topics
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Learning Classification with Both Labeled and Unlabeled Data
ECML '02 Proceedings of the 13th European Conference on Machine Learning
MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition
Automatic Text Summarization Using a Machine Learning Approach
SBIA '02 Proceedings of the 16th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Automatic Text Summarization Using Unsupervised and Semi-supervised Learning
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Text Summarization in Data Mining
Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World
Mining HTML Pages to Support Document Sharing in a Cooperative System
EDBT '02 Proceedings of the Worshops XMLDM, MDDE, and YRWS on XML-Based Data Management and Multimedia Engineering-Revised Papers
Learning for Text Summarization Using Labeled and Unlabeled Sentences
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Using and Evaluating User Directed Summaries to Improve Information Access
ECDL '99 Proceedings of the Third European Conference on Research and Advanced Technology for Digital Libraries
Évaluation d'un Système pour le Résumé Automatique de Documents Électroniques
AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Pyramidal Digest: An Efficient Model for Abstracting Text Databases
DEXA '01 Proceedings of the 12th International Conference on Database and Expert Systems Applications
An information delivery system with automatic summarization for mobile commerce
Decision Support Systems
Visual text mining using association rules
Computers and Graphics
Journal of Biomedical Informatics
Noise reduction through summarization for Web-page classification
Information Processing and Management: an International Journal
The use of domain-specific concepts in biomedical text summarization
Information Processing and Management: an International Journal
Generating gene summaries from biomedical literature: A study of semi-structured summarization
Information Processing and Management: an International Journal
Automatic summarising: The state of the art
Information Processing and Management: an International Journal
Beyond SumBasic: Task-focused summarization with sentence simplification and lexical expansion
Information Processing and Management: an International Journal
User-model based personalized summarization
Information Processing and Management: an International Journal
Automated multi-document summarization in NeATS
HLT '02 Proceedings of the second international conference on Human Language Technology Research
PeRSSonal's core functionality evaluation: Enhancing text labeling through personalized summaries
Data & Knowledge Engineering
Mining e-Learning domain concept map from academic articles
Computers & Education
Expert Systems with Applications: An International Journal
GA, MR, FFNN, PNN and GMM based models for automatic text summarization
Computer Speech and Language
Enhancing Case-Based, Collaborative Web Search
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Discovering Knowledge in a Large Organization through Support Vector Machines
ICCS '08 Proceedings of the 8th international conference on Computational Science, Part III
Combining Multiple Features for Automatic Text Summarization through Machine Learning
PROPOR '08 Proceedings of the 8th international conference on Computational Processing of the Portuguese Language
An Efficient Statistical Approach for Automatic Organic Chemistry Summarization
GoTAL '08 Proceedings of the 6th international conference on Advances in Natural Language Processing
Automatic generic document summarization based on non-negative matrix factorization
Information Processing and Management: an International Journal
Gather customer concerns from online product reviews - A text summarization approach
Expert Systems with Applications: An International Journal
A complex network approach to text summarization
Information Sciences: an International Journal
Evaluating Automatically a Text Miner for Ontologies: A Catch-22 Situation?
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part II on On the Move to Meaningful Internet Systems
Web-Based Knowledge Database Construction Method for Supporting Design
PAKM '08 Proceedings of the 7th International Conference on Practical Aspects of Knowledge Management
EuroISI '08 Proceedings of the 1st European Conference on Intelligence and Security Informatics
An Extractive Text Summarizer Based on Significant Words
ICCPOL '09 Proceedings of the 22nd International Conference on Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy
Learning Similarity Functions in Graph-Based Document Summarization
ICCPOL '09 Proceedings of the 22nd International Conference on Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy
NEO-CORTEX: A Performant User-Oriented Multi-Document Summarization System
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Event-Based Summarization Using Time Features
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Document Compaction for Efficient Query Biased Snippet Generation
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Summarization from medical documents: a survey
Artificial Intelligence in Medicine
Query-focused summaries or query-biased summaries?
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Incremental Personalised Summarisation with Novelty Detection
FQAS '09 Proceedings of the 8th International Conference on Flexible Query Answering Systems
Swarm Diversity Based Text Summarization
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Multi-document summarisation using generic relation extraction
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Query reformulation using automatically generated query concepts from a document space
Information Processing and Management: an International Journal
Exploiting neighborhood knowledge for single document summarization and keyphrase extraction
ACM Transactions on Information Systems (TOIS)
Journal of the American Society for Information Science and Technology
Opinion mining and summarization of reviews in web forums
Proceedings of the Third Annual ACM Bangalore Conference
Studies on intrinsic summary evaluation
International Journal of Artificial Intelligence and Soft Computing
GistSumm: a summarization tool based on a new extractive method
PROPOR'03 Proceedings of the 6th international conference on Computational processing of the Portuguese language
Light syntactically-based index pruning for information retrieval
ECIR'07 Proceedings of the 29th European conference on IR research
Sorting out the document identifier assignment problem
ECIR'07 Proceedings of the 29th European conference on IR research
A study of global inference algorithms in multi-document summarization
ECIR'07 Proceedings of the 29th European conference on IR research
A comprehensive comparative evaluation of RST-based summarization methods
ACM Transactions on Speech and Language Processing (TSLP)
Constructing an ontology for a research program from a knowledge science perspective
KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management
A new hybrid summarizer based on vector space model, statistical physics and linguistics
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Automatic text summarization in engineering information management
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
New techniques for relevant word ranking and extraction
EPIA'07 Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence
Proteus: an architecture for adapting web page on small-screen devices
NPC'07 Proceedings of the 2007 IFIP international conference on Network and parallel computing
Web document indexing and retrieval
CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
Automatic text summarization of scientific articles based on classification of extract's population
CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
Text and hypertext categorization
Artificial intelligence
Chinese text automatic summarization based on affinity propagation cluster
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Extracting multi-document summarization based on local topics
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2
Todas as palavras da sentença como métrica para um sumarizador automático
Companion Proceedings of the XIV Brazilian Symposium on Multimedia and the Web
Intertopic information mining for query-based summarization
Journal of the American Society for Information Science and Technology
Intelligent answering location questions from the web using molecular alignment
Journal of Intelligent Information Systems
EUSUM: extracting easy-to-understand english summaries for non-native readers
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Third-party error detection support mechanisms for dictation speech recognition
Interacting with Computers
Character size and reading to remember from small displays
Computers & Education
Constructing query-biased summaries: a comparison of human and system generated snippets
Proceedings of the third symposium on Information interaction in context
Cross-language document summarization based on machine translation quality prediction
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
A new approach to improving multilingual summarization using a genetic algorithm
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Automatically documenting program changes
Proceedings of the IEEE/ACM international conference on Automated software engineering
APCCM '09 Proceedings of the Sixth Asia-Pacific Conference on Conceptual Modeling - Volume 96
Information routing using a corpus distribution
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Experiments with CST-based multidocument summarization
TextGraphs-5 Proceedings of the 2010 Workshop on Graph-based Methods for Natural Language Processing
Text summarization of Turkish texts using latent semantic analysis
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Towards a unified approach to simultaneous single-document and multi-document summarizations
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Extracting 5W1H event semantic elements from Chinese online news
WAIM'10 Proceedings of the 11th international conference on Web-age information management
Digital learning for summarizing Arabic documents
IceTAL'10 Proceedings of the 7th international conference on Advances in natural language processing
DiLiA: the digital library assistant
ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries
Identification of rhetorical roles for segmentation and summarization of a legal judgment
Artificial Intelligence and Law
Conceptual-driven classification for coding advise in health insurance reimbursement
Artificial Intelligence in Medicine
Efficiency issues of evolutionary k-means
Applied Soft Computing
A language independent approach to multilingual text summarization
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Summarizing non-textual events with a 'briefing' focus
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Towards automated related work summarization
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
A comparative study on ranking and selection strategies for multi-document summarization
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
A study on position information in document summarization
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
A new approach for multi-document update summarization
Journal of Computer Science and Technology
Caching query-biased snippets for efficient retrieval
Proceedings of the 14th International Conference on Extending Database Technology
A K-mixture connective-strength-based approach to automatic text summarisation
International Journal of Intelligent Systems Technologies and Applications
Learning predicate insertion rules for document abstracting
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Heuristics based automatic text summarization of unstructured text
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Multi-document summarization of scientific corpora
Proceedings of the 2011 ACM Symposium on Applied Computing
Experimenting with automatic text summarisation for arabic
LTC'09 Proceedings of the 4th conference on Human language technology: challenges for computer science and linguistics
Sumstega: summarisation-based steganography methodology
International Journal of Information and Computer Security
An unsupervised sentiment classifier on summarized or full reviews
WISE'10 Proceedings of the 11th international conference on Web information systems engineering
A latent topic extracting method based on events in a document and its application
HLT-SS '11 Proceedings of the ACL 2011 Student Session
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts of ACL 2011
Using bilingual information for cross-language document summarization
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Probabilistic document modeling for syntax removal in text summarization
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Parameterized concept weighting in verbose queries
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Summarizing the differences in multilingual news
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Summarization of clinical information: A conceptual model
Journal of Biomedical Informatics
A semantic graph-based approach to biomedical summarisation
Artificial Intelligence in Medicine
Normal distribution re-weighting for personalized web search
Canadian AI'11 Proceedings of the 24th Canadian conference on Advances in artificial intelligence
Pazesh: a graph-based approach to increase readability of automatic text summaries
Canadian AI'11 Proceedings of the 24th Canadian conference on Advances in artificial intelligence
Text summarization using Latent Semantic Analysis
Journal of Information Science
AZOM: a Persian structured text summarizer
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
Sentiment-oriented summarisation of peer reviews
AIED'11 Proceedings of the 15th international conference on Artificial intelligence in education
An investigation concerning the generation of text summarisation classifiers using secondary data
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Web Page Summarization for Just-in-Time Contextual Advertising
ACM Transactions on Intelligent Systems and Technology (TIST)
The cortex automatic summarization system at the QA@INEX track 2010
INEX'10 Proceedings of the 9th international conference on Initiative for the evaluation of XML retrieval: comparative evaluation of focused retrieval
A Luhn-Inspired Vector Re-weighting Approach for Improving Personalized Web Search
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Inclusion-based and exclusion-based approaches in graph-based multiple news summarization
KICSS'10 Proceedings of the 5th international conference on Knowledge, information, and creativity support systems
Text summarization and singular value decomposition
ADVIS'04 Proceedings of the Third international conference on Advances in Information Systems
A relevance feedback model for fractal summarization
ICADL'04 Proceedings of the 7th international Conference on Digital Libraries: international collaboration and cross-fertilization
Summarizing figures, tables, and algorithms in scientific publications to augment search results
ACM Transactions on Information Systems (TOIS)
Generating and evaluating triples for modelling a virtual environment
OTM'05 Proceedings of the 2005 OTM Confederated international conference on On the Move to Meaningful Internet Systems
Dublin city university at CLEF 2005: cross-language speech retrieval (CL-SR) experiments
CLEF'05 Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories
Multi-document summarization for terrorism information extraction
ISI'06 Proceedings of the 4th IEEE international conference on Intelligence and Security Informatics
Selecting a feature set to summarize texts in brazilian portuguese
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
Incorporating cross-document relationships between sentences for single document summarizations
ECDL'06 Proceedings of the 10th European conference on Research and Advanced Technology for Digital Libraries
Sample sizes for query probing in uncooperative distributed information retrieval
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
Automatic extraction and learning of keyphrases from scientific articles
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Speculative originality and optimality in knowledge development infrastructures
Proceedings of the 2012 iConference
Lexically evaluating ontology triples generated automatically from texts
ESWC'05 Proceedings of the Second European conference on The Semantic Web: research and Applications
Automatic text summarization based on word-clusters and ranking algorithms
ECIR'05 Proceedings of the 27th European conference on Advances in Information Retrieval Research
Automatic text summarization using two-step sentence extraction
AIRS'04 Proceedings of the 2004 international conference on Asian Information Retrieval Technology
Computerized support for idea generation during knowledge creating process
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV
Hardware support for language aware information mining
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Modeling and evaluating summaries using complex networks
PROPOR'06 Proceedings of the 7th international conference on Computational Processing of the Portuguese Language
Impact of document structure on hierarchical summarization
ICADL'06 Proceedings of the 9th international conference on Asian Digital Libraries: achievements, Challenges and Opportunities
Multi-document summarization for e-learning
ICHL'09 Proceedings of the Second international conference on Hybrid Learning and Education
Context modelling for situation-sensitive recommendations
FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
EM clustering algorithm for automatic text summarization
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
A model for information retrieval based on possibilistic networks
SPIRE'05 Proceedings of the 12th international conference on String Processing and Information Retrieval
Document length normalization using effective level of term frequency in large collections
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
Automatic extractive text summarization based on fuzzy logic: a sentence oriented approach
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Participants' personal note-taking in meetings and its value for automatic meeting summarisation
Information Technology and Management
Interpretation and trust: designing model-driven visualizations for text analysis
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
EASE'10 Proceedings of the 14th international conference on Evaluation and Assessment in Software Engineering
Summarization as a means of information access: utilizing semantic metadata
FDIA'09 Proceedings of the Third BCS-IRSG conference on Future Directions in Information Access
Graph based single document summarization
ICDEM'10 Proceedings of the Second international conference on Data Engineering and Management
Time-aware visualization of document collections
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Termite: visualization techniques for assessing textual topic models
Proceedings of the International Working Conference on Advanced Visual Interfaces
A behavioural mode research on user-focus summarization
Mathematical and Computer Modelling: An International Journal
MCMR: Maximum coverage and minimum redundant text summarization model
Expert Systems with Applications: An International Journal
Summarisation of the logical structure of XML documents
Information Processing and Management: an International Journal
An approach to summarizing Bengali news documents
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Opinion summarisation through sentence extraction: an investigation with movie reviews
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
“Without the clutter of unimportant words”: Descriptive keyphrases for text visualization
ACM Transactions on Computer-Human Interaction (TOCHI)
Concept for improving industrial goods via contextual knowledge provision
Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies
Discovery of novel term associations in a document collection
Bisociative Knowledge Discovery
Getting emotional about news summarization
Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
Extracting multi-document summaries with a double clustering approach
NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
Detecting and Tracking Topics and Events from Web Search Logs
ACM Transactions on Information Systems (TOIS)
Using the omega index for evaluating abstractive community detection
Proceedings of Workshop on Evaluation Metrics and System Comparison for Automatic Summarization
An extensive empirical study of feature terms selection for text summarization and categorization
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
AUSUM: approach for unsupervised bug report summarization
Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering
Experiments on applying a text summarization system for question answering
CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
A progressive sentence selection strategy for document summarization
Information Processing and Management: an International Journal
WikiSent: weakly supervised sentiment analysis through extractive summarization with wikipedia
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Sentence length bias in TREC novelty track judgements
Proceedings of the Seventeenth Australasian Document Computing Symposium
A zipf-like distant supervision approach for multi-document summarization using wikinews articles
SPIRE'12 Proceedings of the 19th international conference on String Processing and Information Retrieval
Concept comparison engines: A new frontier of search
Decision Support Systems
Evaluating entity summarization using a game-based ground truth
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part II
An improved evolutionary algorithm for extractive text summarization
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part II
Enhancing biomedical concept extraction using semantic relationship weights
International Journal of Data Mining and Bioinformatics
A genetic graph-based clustering approach to biomedical summarization
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
Exploiting relevance, coverage, and novelty for query-focused multi-document summarization
Knowledge-Based Systems
A Standard Document Score for Information Retrieval
Proceedings of the 2013 Conference on the Theory of Information Retrieval
Online debate summarization using topic directed sentiment analysis
Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining
Generation of description metadata for video files
Proceedings of the 14th International Conference on Computer Systems and Technologies
TopicDSDR: combining topic decomposition and data reconstruction for summarization
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
The velocity of censorship: high-fidelity detection of microblog post deletions
SEC'13 Proceedings of the 22nd USENIX conference on Security
Semisupervised learning based opinion summarization and classification for online product reviews
Applied Computational Intelligence and Soft Computing
A text scanning mechanism simulating human reading process
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Semantic Approach to Web-Based Discovery of Unknowns to Enhance Intelligence Gathering
International Journal of Information Retrieval Research
Learning to Recommend Descriptive Tags for Questions in Social Forums
ACM Transactions on Information Systems (TOIS)
Future Generation Computer Systems
Detecting verbose queries and improving information retrieval
Information Processing and Management: an International Journal
| Hi-index | 0.01 |
Excerpts of technical papers and magazine articles that serve the purposes of conventional abstracts have been created entirely by automatic means. In the exploratory research described, the complete text of an article in machine-readable form is scanned by an IBM 704 data-processing machine and analyzed in accordance with a standard program. Statistical information derived from word frequency and distribution is used by the machine to compute a relative measure of significance, first for individual words and then for sentences. Sentences scoring highest in significance are extracted and printed out to become the "auto-abstract."