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Text Processing (I.5.4...)
Automatic language identification in texts: a survey
Jauhiainen T., Lui M., Zampieri M., Baldwin T., Lindén K. Journal of Artificial Intelligence Research 65(1): 675-782, 2019. Type: Article
One might think that automatic language identification (LI) is straightforward--surely, distinguishing English from Polish is easy. This review shows that the problem is much harder than one might expect. For example, distinguishing Modern St...
Mar 19 2020
Advanced data analytics in health
Giabbanelli P., Mago V., Papageorgiou E., Springer International Publishing, New York, NY, 2018. 216 pp. Type: Book (978-3-319779-10-2)
This comprehensive collection of papers is a valuable resource, presenting different approaches and areas of healthcare that can be tackled with data analytics. The book’s five parts cover different uses of data in the healthcare domain:...
Dec 27 2018
Evaluation of an automated knowledge-based textual summarization system for longitudinal clinical data, in the intensive care domain
Goldstein A., Shahar Y., Orenbuch E., Cohen M. Artificial Intelligence in Medicine 82 20-33, 2017. Type: Article
This paper examines the potential of the Clinitext system  for the production of clinical summaries. Clinitext is designed to be general and not specific to any clinical domain; details on Clinitext are provided in . In particular, the autho...
Feb 22 2018
Computational personality analysis: introduction, practical applications and novel directions
Neuman Y., Springer International Publishing, New York, NY, 2016. 120 pp. Type: Book (978-3-319424-58-3)
Reading this book reminded me of an old joke. A man goes to see a fortuneteller on his 30th birthday to learn about his fate and future. After some analysis and contemplation, she says, “You will be lonely and poor until you are 50.” H...
Mar 9 2017
Fundamentals of predictive text mining (2nd ed.)
Weiss S., Indurkhya N., Zhang T., Springer Publishing Company, Incorporated, New York, NY, 2015. 239 pp. Type: Book (978-1-447167-49-5)
Fundamentals of predictive text mining
is a second edition that is designed as a textbook, with questions and exercises in each chapter. The authors mention that the book was extensively class tested and additional supplemental material is ...
Feb 17 2016
Hate speech detection with comment embeddings
Djuric N., Zhou J., Morris R., Grbovic M., Radosavljevic V., Bhamidipati N. WWW 2015 Companion (Proc. of the 24th International World Wide Web Conference, Florence, Italy, May 18-22, 2015) 29-30, 2015. Type: Proceedings
Hate speech comments in online forums are a form of offensive language targeted at specific groups with an aim to dishonor. Hate speech is also considered as synonym to misinformation, smears, and social pollution. The unmonitored activities of on...
Jun 11 2015
Texterra: a framework for text analysis
Turdakov D., Astrakhantsev N., Nedumov Y., Sysoev A., Andrianov I., Mayorov V., Fedorenko D., Korshunov A., Kuznetsov S. Programming and Computing Software 40(5): 288-295, 2014. Type: Article
Turdakov et al. describe the Texterra framework developed at the Institute for System Programming (ISP) of the Russian Academy of Sciences (RAS). Texterra’s intended use is for multi-language text analysis using knowledge extracted from the ...
Jan 8 2015
Practical text mining and statistical analysis for non-structured text data applications
Miner G., Elder J., Hill T., Nisbet R., Delen D., Fast A., ACADEMIC PRESS, Waltham, MA, 2012. 1000 pp. Type: Book (978-0-123869-79-1)
This book addresses a timely topic that is intensively used in both academia and industry. Mining text data is common to many activities ranging from sentiment analysis in social media to advanced and automated processing of healthcare data. The c...
Jun 20 2014
Computational biology: a practical introduction to BioData processing and analysis with Linux, MySQL, and R (2nd ed.)
Wünschiers R., Springer Publishing Company, Incorporated, New York, NY, 2013. 478 pp. Type: Book (978-3-642347-48-1)
A more whimsical title for this book might have been
The driven data wrangler’s guide to Unix text processing tools, with bioinformatics application examples
. Expressly written for an audience with little or no experience in computers...
Nov 5 2013
Emotional sentence identification in a story
Zhang Z., Ge S., Tee K. WASA 2012 (Proceedings of the Workshop at SIGGRAPH Asia, Singapore, Nov 26-27, 2012) 125-130, 2012. Type: Proceedings
Where are the emotional sentences in this review? The authors of this paper offer a working solution to answer this question. They apply machine learning based on data annotated with emotional categories and the fusion of classification results, a...
Mar 29 2013
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