Techniques for automatically correcting words in text
ACM Computing Surveys (CSUR)
WordNet: a lexical database for English
Communications of the ACM
Spelling and grammar correction for danish in SCARRIE
ANLC '00 Proceedings of the sixth conference on Applied natural language processing
From detection/correction to computer aided writing
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 3
GramCheck: a grammar and style checker
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 1
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Thumbs up or thumbs down?: semantic orientation applied to unsupervised classification of reviews
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
PENS: a machine-aided english writing system for Chinese users
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Determining the semantic orientation of terms through gloss classification
Proceedings of the 14th ACM international conference on Information and knowledge management
Thumbs up?: sentiment classification using machine learning techniques
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Exploring in the weblog space by detecting informative and affective articles
Proceedings of the 16th international conference on World Wide Web
Measuring Semantic Similarity between Words Using HowNet
ICCSIT '08 Proceedings of the 2008 International Conference on Computer Science and Information Technology
A blog article recommendation generating mechanism using an SBACPSO algorithm
Expert Systems with Applications: An International Journal
User input and interactions on Microsoft Research ESL Assistant
EdAppsNLP '09 Proceedings of the Fourth Workshop on Innovative Use of NLP for Building Educational Applications
Computer assisted writing system
Expert Systems with Applications: An International Journal
Using Wikipedia concepts and frequency in language to extract key terms from support documents
Expert Systems with Applications: An International Journal
Hi-index | 12.05 |
In this paper, we designed and implemented an intelligent computer assisted blog writing system. The system includes concept expansion module, text generation module and content replacement module. The concept expansion is employed to expand the concept provided by the user and these expanded concepts can provide the system more semantic information. The text generation model is based on keyword generation model and text segment generation model of which the important keywords are extracted from system corpus to serve as the backbone of the template. Meanwhile, the text segments between keywords will make up the content of the template and candidate text segments are retrieved from the corpus based on statistical analysis. The content replacement module employs Google to retrieve content from the Web and ranks the content based on term and POS tagging similarities. The prototype system has shown that it could work well on blog writing application domain and the concept of this research could be extended to other domains easily.