Rexplore Graph

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 20 Publications linked to Chenghua Lin

Chenghua Lin Member status icon

Research Associate
Chenghua Lin Photograph

I 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


Publications | Visit External Site for Details  

Barawi, M., Lin, C., Siddharthan, A. and Liu, Y. (2019) Extractive and Abstractive Sentence Labelling of Sentiment-bearing Topics Extractive and Abstractive Sentence Labelling of Sentiment-bearing Topics, pp. (In Press)

Topics: computational linguistics

Publications related to: computational linguistics

Barawi, M.

data mining

Publications related to: data mining

Barawi, M.

natural language processing

Publications related to: natural language processing

Barawi, M.

natural language processing systems

Publications related to: natural language processing systems

Barawi, M.

opinion mining

Publications related to: opinion mining

Barawi, M.

part of speech

Publications related to: part of speech

Barawi, M.

semantic orientation

Publications related to: semantic orientation

Barawi, M.

sentence extraction

Publications related to: sentence extraction

Barawi, M.

sentiment analysis

Publications related to: sentiment analysis

Barawi, M.

syntactic structure

Publications related to: syntactic structure

Barawi, M.

syntactics

Publications related to: syntactics

Barawi, M.

text processing

Publications related to: text processing

Barawi, M.

text summarization

Publications related to: text summarization

Barawi, M.



Publications | Download PDF  

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


Publications | Download PDF  

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)


Publications | Download PDF  

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


Publications | Download PDF Publications | Visit External Site for Details Publications | doi

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., M�tais E, 10260, pp. 299-312, Springer, Cham

Topics: component

Publications related to: component

Barawi, M.

computational linguistics

Publications related to: computational linguistics

Barawi, M.

data mining

Publications related to: data mining

Barawi, M.

natural language processing

Publications related to: natural language processing

Barawi, M.

opinion mining

Publications related to: opinion mining

Barawi, M.

part of speech

Publications related to: part of speech

Barawi, M.

semantic orientation

Publications related to: semantic orientation

Barawi, M.

sentiment analysis

Publications related to: sentiment analysis

Barawi, M.

software

Publications related to: software

Barawi, M.

syntactic structure

Publications related to: syntactic structure

Barawi, M.

syntactics

Publications related to: syntactics

Barawi, M.



Publications | Visit External Site for Details  

He, Y., Lin, C., Gao, W. and Wong, K. (2012) Dynamic Joint Sentiment-Topic Model, ACM Transactions on Intelligent Systems and Technology, In Press

Topics: computational linguistics

Publications related to: computational linguistics

He, Y.

correlation analysis

Publications related to: correlation analysis

He, Y.

data mining

Publications related to: data mining

He, Y.

data stream

Publications related to: data stream

He, Y.

inference

Publications related to: inference

He, Y.

inference engines

Publications related to: inference engines

He, Y.

machine learning

Publications related to: machine learning

He, Y.

macro block

Publications related to: macro block

He, Y.

mode decision

Publications related to: mode decision

He, Y.

natural language processing

Publications related to: natural language processing

He, Y.

sentiment analysis

Publications related to: sentiment analysis

He, Y.

skip mode

Publications related to: skip mode

He, Y.

sliding windows

Publications related to: sliding windows

He, Y.

social media

Publications related to: social media

He, Y.

topic model

Publications related to: topic model

He, Y.

world wide web

Publications related to: world wide web

He, Y.



Publications | Download PDF Publications | Visit External Site for Details  

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

Topics: ajax

Publications related to: ajax

Lin, C.

bayesian networks

Publications related to: bayesian networks

Lin, C.

class labels

Publications related to: class labels

Lin, C.

classification methods

Publications related to: classification methods

Lin, C.

classifiers

Publications related to: classifiers

Lin, C.

computer systems

Publications related to: computer systems

Lin, C.

correlation analysis

Publications related to: correlation analysis

Lin, C.

decision trees

Publications related to: decision trees

Lin, C.

image coding

Publications related to: image coding

Lin, C.

information technology

Publications related to: information technology

Lin, C.

information theory

Publications related to: information theory

Lin, C.

internet

Publications related to: internet

Lin, C.

javascript

Publications related to: javascript

Lin, C.

linguistics

Publications related to: linguistics

Lin, C.

machine learning

Publications related to: machine learning

Lin, C.

maximum entropy models

Publications related to: maximum entropy models

Lin, C.

naive bayes

Publications related to: naive bayes

Lin, C.

natural language processing

Publications related to: natural language processing

Lin, C.

search engines

Publications related to: search engines

Lin, C.

side information

Publications related to: side information

Lin, C.

signal processing

Publications related to: signal processing

Lin, C.

support vector

Publications related to: support vector

Lin, C.

support vector machine

Publications related to: support vector machine

Lin, C.

text classification

Publications related to: text classification

Lin, C.

text processing

Publications related to: text processing

Lin, C.

topic model

Publications related to: topic model

Lin, C.

user interfaces

Publications related to: user interfaces

Lin, C.

web 2.0

Publications related to: web 2.0

Lin, C.

web application

Publications related to: web application

Lin, C.

web information

Publications related to: web information

Lin, C.

web page

Publications related to: web page

Lin, C.

world wide web

Publications related to: world wide web

Lin, C.



Publications | Visit External Site for Details  

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

Topics: computational linguistics

Publications related to: computational linguistics

He, Y.

correlation analysis

Publications related to: correlation analysis

He, Y.

data communication systems

Publications related to: data communication systems

He, Y.

data mining

Publications related to: data mining

He, Y.

data stream

Publications related to: data stream

He, Y.

inference

Publications related to: inference

He, Y.

inference engines

Publications related to: inference engines

He, Y.

machine learning

Publications related to: machine learning

He, Y.

macro block

Publications related to: macro block

He, Y.

mode decision

Publications related to: mode decision

He, Y.

natural language processing

Publications related to: natural language processing

He, Y.

sentiment analysis

Publications related to: sentiment analysis

He, Y.

skip mode

Publications related to: skip mode

He, Y.

sliding windows

Publications related to: sliding windows

He, Y.

streaming data

Publications related to: streaming data

He, Y.

topic model

Publications related to: topic model

He, Y.



 

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


Publications | Visit External Site for Details  

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

Topics: ajax

Publications related to: ajax

Pedrinaci, C.

engine

Publications related to: engine

Pedrinaci, C.

engineering

Publications related to: engineering

Pedrinaci, C.

information technology

Publications related to: information technology

Pedrinaci, C.

internet

Publications related to: internet

Pedrinaci, C.

javascript

Publications related to: javascript

Pedrinaci, C.

linguistics

Publications related to: linguistics

Pedrinaci, C.

program documentation

Publications related to: program documentation

Pedrinaci, C.

search engines

Publications related to: search engines

Pedrinaci, C.

software engineering

Publications related to: software engineering

Pedrinaci, C.

user interfaces

Publications related to: user interfaces

Pedrinaci, C.

web 2.0

Publications related to: web 2.0

Pedrinaci, C.

web application

Publications related to: web application

Pedrinaci, C.

web crawlers

Publications related to: web crawlers

Pedrinaci, C.

web information

Publications related to: web information

Pedrinaci, C.

web page

Publications related to: web page

Pedrinaci, C.

world wide web

Publications related to: world wide web

Pedrinaci, C.



Publications | Visit External Site for Details  

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

Topics: bayesian

Publications related to: bayesian

Lin, C.

bayesian networks

Publications related to: bayesian networks

Lin, C.

computational linguistics

Publications related to: computational linguistics

Lin, C.

education

Publications related to: education

Lin, C.

hierarchical model

Publications related to: hierarchical model

Lin, C.

hierarchical system

Publications related to: hierarchical system

Lin, C.

information retrieval

Publications related to: information retrieval

Lin, C.

input models

Publications related to: input models

Lin, C.

learning

Publications related to: learning

Lin, C.

linguistics

Publications related to: linguistics

Lin, C.

model transformation

Publications related to: model transformation

Lin, C.

natural language processing

Publications related to: natural language processing

Lin, C.

question answering

Publications related to: question answering

Lin, C.



Publications | Visit External Site for Details  

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

Topics: classification methods

Publications related to: classification methods

He, Y.

classifiers

Publications related to: classifiers

He, Y.

computational linguistics

Publications related to: computational linguistics

He, Y.

data mining

Publications related to: data mining

He, Y.

education

Publications related to: education

He, Y.

feature space

Publications related to: feature space

He, Y.

learning

Publications related to: learning

He, Y.

machine learning

Publications related to: machine learning

He, Y.

natural language processing

Publications related to: natural language processing

He, Y.

opinion mining

Publications related to: opinion mining

He, Y.

pattern recognition

Publications related to: pattern recognition

He, Y.

sentiment analysis

Publications related to: sentiment analysis

He, Y.

sentiment classification

Publications related to: sentiment classification

He, Y.

supervised classification

Publications related to: supervised classification

He, Y.

supervised classifiers

Publications related to: supervised classifiers

He, Y.

text processing

Publications related to: text processing

He, Y.



Publications | doi 

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)


Publications | Visit External Site for Details  

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

Topics: bayes theorem

Publications related to: bayes theorem

Lin, C.

bayesian

Publications related to: bayesian

Lin, C.

bayesian inference

Publications related to: bayesian inference

Lin, C.

bayesian networks

Publications related to: bayesian networks

Lin, C.

classification methods

Publications related to: classification methods

Lin, C.

classification models

Publications related to: classification models

Lin, C.

computational linguistics

Publications related to: computational linguistics

Lin, C.

data mining

Publications related to: data mining

Lin, C.

inference engines

Publications related to: inference engines

Lin, C.

natural language processing

Publications related to: natural language processing

Lin, C.

opinion mining

Publications related to: opinion mining

Lin, C.

sentiment analysis

Publications related to: sentiment analysis

Lin, C.

sentiment classification

Publications related to: sentiment classification

Lin, C.

text processing

Publications related to: text processing

Lin, C.



Publications | Visit External Site for Details Publications | Visit External Site for Details Publications | doi

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

Topics: artificial intelligence

Publications related to: artificial intelligence

Lin, C.

classifiers

Publications related to: classifiers

Lin, C.

computational linguistics

Publications related to: computational linguistics

Lin, C.

correlation analysis

Publications related to: correlation analysis

Lin, C.

data mining

Publications related to: data mining

Lin, C.

machine learning

Publications related to: machine learning

Lin, C.

natural language processing

Publications related to: natural language processing

Lin, C.

opinion mining

Publications related to: opinion mining

Lin, C.

probabilistic modeling

Publications related to: probabilistic modeling

Lin, C.

probabilistic models

Publications related to: probabilistic models

Lin, C.

sentiment analysis

Publications related to: sentiment analysis

Lin, C.

sentiment classification

Publications related to: sentiment classification

Lin, C.

text processing

Publications related to: text processing

Lin, C.

topic model

Publications related to: topic model

Lin, C.



Publications | Visit External Site for Details  

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

Topics: adaptive algorithms

Publications related to: adaptive algorithms

He, Y.

bayesian

Publications related to: bayesian

He, Y.

bioinformatics

Publications related to: bioinformatics

He, Y.

biomedical literature

Publications related to: biomedical literature

He, Y.

biomedical text

Publications related to: biomedical text

He, Y.

classification methods

Publications related to: classification methods

He, Y.

classification models

Publications related to: classification models

He, Y.

classifiers

Publications related to: classifiers

He, Y.

clustering algorithms

Publications related to: clustering algorithms

He, Y.

computer systems

Publications related to: computer systems

He, Y.

data points

Publications related to: data points

He, Y.

database systems

Publications related to: database systems

He, Y.

document classification

Publications related to: document classification

He, Y.

education

Publications related to: education

He, Y.

image segmentation

Publications related to: image segmentation

He, Y.

information retrieval systems

Publications related to: information retrieval systems

He, Y.

learning

Publications related to: learning

He, Y.

markov random fields

Publications related to: markov random fields

He, Y.

prior distribution

Publications related to: prior distribution

He, Y.

signal processing

Publications related to: signal processing

He, Y.

support vector machine

Publications related to: support vector machine

He, Y.

svm

Publications related to: svm

He, Y.

text classification

Publications related to: text classification

He, Y.

text document

Publications related to: text document

He, Y.

text mining

Publications related to: text mining

He, Y.

text processing

Publications related to: text processing

He, Y.



Publications | doi 

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 | Download PDF  

Wibowo, A., Siddharthan, A., Masthoff, J. and Lin, C.Understanding how to Explain Package Recommendations in the Clothes Domain, Workshop: Joint Workshop on Interfaces and Human Decision Making for Recommender Systems at 12th ACM Conference on Recommender Systems (RecSys)


 

Barawi, M., Lin, C., Siddharthan, A. and , Y.Extractive and Abstractive Sentence Labelling of Sentiment-bearing Topics, Frontiers of Computer Science, Springer


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