The topics associated to the KMi publications listed in this page were automatically generated using the CSO Classifier, a solution developed by the SKM3 team in KMi. This technology has also been adopted by Springer Nature and is used routinely by them to generate automatically the metadata for all Computer Science conference proceedings they publish.
Showing all 19 Publications linked to Chenghua Lin
Chenghua Lin
Research AssociateI joined KMi as research associate in Oct 2011 after receiving my PhD in computing from the University of Exeter. My PhD study focused on developing statistical topic models for sentiment analysis from the Web.
My current research effort is mainly devoted to developing theoretically principled machine learning models for social media analysis and semantic Web applications.
Keys: Sentiment analysis, Machine learning, Probabilistic Bayesian modelling, natural language processing, Text mining
Peng, X., Zheng, Y., Lin, C. and Siddharthan, A. (2021) Summarising Historical Text in Modern Languages, Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics
Publications related to: computer programming languages
Publications related to: information retrieval systems
Publications related to: linguistics
Publications related to: programming languages
Publications related to: text data
Publications related to: text document
Publications related to: text mining
Publications related to: textual data
Barawi, M., Lin, C., Siddharthan, A. and Liu, Y. (2019) Extractive and Abstractive Sentence Labelling of Sentiment-bearing Topics, Frontiers of Computer Science, pp. (In Press), Springer
Publications related to: computational linguistics
Publications related to: data mining
Publications related to: natural language processing
Publications related to: natural language processing systems
Publications related to: opinion mining
Publications related to: part of speech
Publications related to: semantic orientation
Publications related to: sentence extraction
Publications related to: sentiment analysis
Publications related to: syntactic structure
Publications related to: syntactics
Publications related to: text processing
Publications related to: text summarization
Wibowo, A., Siddharthan, A., Masthoff, J. and Lin, C. (2018) Understanding how to Explain Package Recommendations in the Clothes Domain, Workshop: Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS) at 12th ACM Conference on Recommender Systems (RecSys), Vancouver, Canada
Wibowo, A., Siddharthan, A., Masthoff, J. and Lin, C. (2018) Incorporating Constraints into Matrix Factorization for Clothes Package Recommendation, Proceedings of the 26th ACM Conference on User Modelling, Adaptation and Personalization (UMAP)
Wibowo, A., Siddharthan, A., Lin, C. and Masthoff, J. (2017) Matrix Factorization for Package Recommendations, Workshop: Workshop on Recommendation in Complex Scenarios (ComplexRec 2017) at RecSys, Como, Italy
Barawi, M., Lin, C. and Siddharthan, A. (2017) Automatically Labelling Sentiment-Bearing Topics with Descriptive Sentence Labels, International Conference on Applications of Natural Language to Information Systems Lecture Notes in Computer Science, eds. Frasincar F., Ittoo A., Nguyen L., Mļæ½tais E, 10260, pp. 299-312, Springer, Cham
Publications related to: component
Publications related to: computational linguistics
Publications related to: data mining
Publications related to: natural language processing
Publications related to: opinion mining
Publications related to: part of speech
Publications related to: semantic orientation
Publications related to: sentiment analysis
Publications related to: software
Publications related to: syntactic structure
Publications related to: syntactics
He, Y., Lin, C., Gao, W. and Wong, K. (2012) Dynamic Joint Sentiment-Topic Model, ACM Transactions on Intelligent Systems and Technology, In Press
Publications related to: computational linguistics
Publications related to: correlation analysis
Publications related to: data mining
Publications related to: data stream
Publications related to: inference
Publications related to: inference engines
Publications related to: machine learning
Publications related to: macro block
Publications related to: mode decision
Publications related to: natural language processing
Publications related to: sentiment analysis
Publications related to: skip mode
Publications related to: sliding windows
Publications related to: topic model
Publications related to: world wide web
Lin, C., He, Y., Pedrinaci, C. and Domingue, J. (2012) Feature LDA: a Supervised Topic Model for Automatic Detection of Web API Documentations from the Web, The 11th International Semantic Web Conference (ISWC), Boston, USA
Publications related to: ajax
Publications related to: bayesian networks
Publications related to: class labels
Publications related to: classification methods
Publications related to: classifiers
Publications related to: computer systems
Publications related to: correlation analysis
Publications related to: decision trees
Publications related to: image coding
Publications related to: information technology
Publications related to: information theory
Publications related to: internet
Publications related to: javascript
Publications related to: linguistics
Publications related to: machine learning
Publications related to: maximum entropy models
Publications related to: naive bayes
Publications related to: natural language processing
Publications related to: search engines
Publications related to: side information
Publications related to: signal processing
Publications related to: support vector
Publications related to: support vector machine
Publications related to: text classification
Publications related to: text processing
Publications related to: topic model
Publications related to: user interfaces
Publications related to: web 2.0
Publications related to: web application
Publications related to: web information
Publications related to: web page
Publications related to: world wide web
He, Y., Lin, C. and Cano, E. (2012) Online Sentiment and Topic Dynamics Tracking over the Streaming Data, IEEE International Conference on Social Computing (SocialCom), Amsterdam, The Nethelands
Publications related to: computational linguistics
Publications related to: correlation analysis
Publications related to: data communication systems
Publications related to: data mining
Publications related to: data stream
Publications related to: inference
Publications related to: inference engines
Publications related to: machine learning
Publications related to: macro block
Publications related to: mode decision
Publications related to: natural language processing
Publications related to: sentiment analysis
Publications related to: skip mode
Publications related to: sliding windows
Publications related to: streaming data
Publications related to: topic model
He, Y., Lin, C., Gao, W. and Wong, K. (2012) Tracking Sentiment and Topic Dynamics from Social Media, Poster at The 6th International AAAI Conference on Weblogs and Social Media (ICWSM), Dublin, Ireland
Pedrinaci, C., Liu, D., Lin, C. and Domingue, J. (2012) Harnessing the Crowds for Automating the Identification of Web APIs, Workshop: Intelligent Web Services Meet Social Computing at AAAI Spring Symposium 2012, Stanford, California
Publications related to: ajax
Publications related to: engine
Publications related to: engineering
Publications related to: information technology
Publications related to: internet
Publications related to: javascript
Publications related to: linguistics
Publications related to: program documentation
Publications related to: search engines
Publications related to: software engineering
Publications related to: user interfaces
Publications related to: web 2.0
Publications related to: web application
Publications related to: web crawlers
Publications related to: web information
Publications related to: web page
Publications related to: world wide web
Lin, C., He, Y. and Everson, R. (2011) Sentence Subjectivity Detection with Weakly-Supervised Learning, The 5th International Joint Conference on Natural Language Processing (IJCNLP), Chiang Mai, Thailand
Publications related to: bayesian
Publications related to: bayesian networks
Publications related to: computational linguistics
Publications related to: education
Publications related to: hierarchical model
Publications related to: hierarchical system
Publications related to: information retrieval
Publications related to: input models
Publications related to: learning
Publications related to: linguistics
Publications related to: model transformation
Publications related to: natural language processing
Publications related to: question answering
He, Y., Lin, C. and Alani, H. (2011) Automatically Extracting Polarity-Bearing Topics for Cross-Domain Sentiment Classification, The 49th Annual Meeting of the Association for Computational Linguistics (ACL), Portland, Oregon
Publications related to: classification methods
Publications related to: classifiers
Publications related to: computational linguistics
Publications related to: data mining
Publications related to: education
Publications related to: feature space
Publications related to: learning
Publications related to: machine learning
Publications related to: natural language processing
Publications related to: opinion mining
Publications related to: pattern recognition
Publications related to: sentiment analysis
Publications related to: sentiment classification
Publications related to: supervised classification
Publications related to: supervised classifiers
Publications related to: text processing
Lin, C., He, Y., Everson, R. and Rueger, S. (2011) Weakly-Supervised Joint Sentiment-Topic Detection from Text, IEEE Transactions on Knowledge and Data Engineering (TDKE)
Lin, C., He, Y. and Everson, R. (2010) A Comparative Study of Bayesian Models for Unsupervised Sentiment Detection, The 14th Conference on Computational Natural Language Learning (CoNLL), Uppsala, Sweden
Publications related to: bayes theorem
Publications related to: bayesian
Publications related to: bayesian inference
Publications related to: bayesian networks
Publications related to: classification methods
Publications related to: classification models
Publications related to: computational linguistics
Publications related to: data mining
Publications related to: inference engines
Publications related to: natural language processing
Publications related to: opinion mining
Publications related to: sentiment analysis
Publications related to: sentiment classification
Publications related to: text processing
Lin, C. and He, Y. (2009) Joint Sentiment/Topic Model for Sentiment Analysis, The 18th ACM Conference on Information and Knowledge Management (CIKM), Hong Kong, China
Publications related to: artificial intelligence
Publications related to: classifiers
Publications related to: computational linguistics
Publications related to: correlation analysis
Publications related to: data mining
Publications related to: machine learning
Publications related to: natural language processing
Publications related to: opinion mining
Publications related to: probabilistic modeling
Publications related to: probabilistic models
Publications related to: sentiment analysis
Publications related to: sentiment classification
Publications related to: text processing
Publications related to: topic model
He, Y. and Lin, C. (2009) Protein-Protein Interactions Classification from Text via Local Learning with Class Priors, 14th International Conference on Applications of Natural Language to Information Systems (NLDB), Saabrucken, Germany
Publications related to: adaptive algorithms
Publications related to: bayesian
Publications related to: bioinformatics
Publications related to: biomedical literature
Publications related to: biomedical text
Publications related to: classification methods
Publications related to: classification models
Publications related to: classifiers
Publications related to: clustering algorithms
Publications related to: computer systems
Publications related to: data points
Publications related to: database systems
Publications related to: document classification
Publications related to: education
Publications related to: image segmentation
Publications related to: information retrieval systems
Publications related to: learning
Publications related to: markov random fields
Publications related to: prior distribution
Publications related to: signal processing
Publications related to: support vector machine
Publications related to: svm
Publications related to: text classification
Publications related to: text document
Publications related to: text mining
Publications related to: text processing
Liu, K., Lin, C. and Qiao, B. (2008) A Multi-agent System for Intelligent Pervasive Spaces, IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Beijing, China
Lin, C., Liu, K. and Wei, H. (2008) Review of Computer Vision in Intelligent Environment Design, SSE System Engineering Conference, Reading, UK
Publications related to: social media
He, Y.