Discourse strategies for generating natural-language text
Artificial Intelligence
Generating summaries from event data
Information Processing and Management: an International Journal - Special issue: summarizing text
A knowledge-based method for temporal abstraction of clinical data
A knowledge-based method for temporal abstraction of clinical data
A framework for knowledge-based temporal abstraction
Artificial Intelligence
Building natural language generation systems
Building natural language generation systems
What Makes Patterns Interesting in Knowledge Discovery Systems
IEEE Transactions on Knowledge and Data Engineering
Using Natural-Language Processing to Produce Weather Forecasts
IEEE Expert: Intelligent Systems and Their Applications
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations
VL '96 Proceedings of the 1996 IEEE Symposium on Visual Languages
Landmarks: A New Model for Similarity-Based Pattern Querying in Time Series Databases
ICDE '00 Proceedings of the 16th International Conference on Data Engineering
Introduction to the special issue on the web as corpus
Computational Linguistics - Special issue on web as corpus
SUMMAC: a text summarization evaluation
Natural Language Engineering
Practical issues in automatic documentation generation
ANLC '94 Proceedings of the fourth conference on Applied natural language processing
Conciseness through aggregation in text generation
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
Generation of extended bilingual statistical reports
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 3
Summarizing neonatal time series data
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 2
Choosing words in computer-generated weather forecasts
Artificial Intelligence - Special volume on connecting language to the world
Acquiring correct knowledge for natural language generation
Journal of Artificial Intelligence Research
Interactive multimedia summaries of evaluative text
Proceedings of the 11th international conference on Intelligent user interfaces
Automatic summarising: The state of the art
Information Processing and Management: an International Journal
Improving accessibility to statistical graphs: the iGraph-Lite system
Proceedings of the 9th international ACM SIGACCESS conference on Computers and accessibility
Perception-based approach to time series data mining
Applied Soft Computing
Automatic generation of textual summaries from neonatal intensive care data
Artificial Intelligence
Using Natural Language Generation Technology to Improve Information Flows in Intensive Care Units
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
An architecture for data-to-text systems
ENLG '07 Proceedings of the Eleventh European Workshop on Natural Language Generation
Generating intelligent numerical answers in a question-answering system
INLG '06 Proceedings of the Fourth International Natural Language Generation Conference
Generating textual summaries of bar charts
INLG '08 Proceedings of the Fifth International Natural Language Generation Conference
What's in a message?: interpreting geo-referenced data for the visually-impaired
INLG '08 Proceedings of the Fifth International Natural Language Generation Conference
INLG '08 Proceedings of the Fifth International Natural Language Generation Conference
Decision tree induction for identifying trends in line graphs
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
ACM Transactions on Accessible Computing (TACCESS)
Generating and validating abstracts of meeting conversations: a user study
INLG '10 Proceedings of the 6th International Natural Language Generation Conference
Recognizing the intended message of line graphs
Diagrams'10 Proceedings of the 6th international conference on Diagrammatic representation and inference
The automated understanding of simple bar charts
Artificial Intelligence
Sumstega: summarisation-based steganography methodology
International Journal of Information and Computer Security
Textual and graphical presentation of environmental information
Canadian AI'11 Proceedings of the 24th Canadian conference on Advances in artificial intelligence
COMPENDIUM: a text summarization system for generating abstracts of research papers
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
Expert Systems with Applications: An International Journal
Text summarisation in progress: a literature review
Artificial Intelligence Review
Content selection from an ontology-based knowledge base for the generation of football summaries
ENLG '11 Proceedings of the 13th European Workshop on Natural Language Generation
Detecting interesting event sequences for sports reporting
ENLG '11 Proceedings of the 13th European Workshop on Natural Language Generation
Artificial Intelligence in Medicine
Editorial: COMPENDIUM: A text summarization system for generating abstracts of research papers
Data & Knowledge Engineering
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Natural Language Generation (NLG) can be used to generate textual summaries of numeric data sets. In this paper we develop an architecture for generating short (a few sentences) summaries of large (100KB or more) time-series data sets. The architecture integrates pattern recognition, pattern abstraction, selection of the most significant patterns, microplanning (especially aggregation), and realisation. We also describe and evaluate SumTime-Turbine, a prototype system which uses this architecture to generate textualsummaries of sensor data from gas turbines.