Text Analytics

Text analytics is a data analytical method that systematically extracts meaningful insights and patterns from unstructured textual data through computational and linguistic processing techniques.

28.8K

Publications

Citations

56.6K

Authors

7.2K

Institutions

Publications per year

2017–2026

13.3K

Parents

Business Analytics

Children

Authorship AttributionClassificationCoreference ResolutionCorpus AnalysisDocument ClusteringInformation ExtractionKeyword ExtractionLanguage ModelingNamed Entity RecognitionOpinion Mining

Publications

28.8K

Glove: Global Vectors for Word Representation

Jeffrey Pennington, Richard Socher, Christopher D. Manning · 2014 · 33.8K citations

Computing, Computer Science, Computational Linguistics +14

Latent dirichlet allocation

David M. Blei, Andrew Y. Ng, Michael I. Jordan · Journal of Machine Learning Research · 2003 · 27K citations

Computing, Computer Science, Computational Linguistics +6

The PageRank Citation Ranking : Bringing Order to the Web

Lawrence M. Page, Sergey Brin, Rajeev Motwani et al. · 1999 · 12.7K citations

Computing, Computer Science, Information Retrieval +15

How to conduct a bibliometric analysis: An overview and guidelines

Naveen Donthu, Satish Kumar, Debmalya Mukherjee et al. · Journal of Business Research · 2021 · 12.2K citations

Management, Organization Studies, Text Analytics +9

Authoritative sources in a hyperlinked environment

Jon Kleinberg · Journal of the ACM · 1999 · 9.1K citations · Full text

Computing, Computer Science, Information Systems +11

1–5 of 28.8K

Authors

56.6K

DR
Dragomir Radev
University of Michigan, United States
65 publications · 7.9K citations
42
h-index
CZ
ChengXiang Zhai
University of Illinois Urbana-Champaign, United States
65 publications · 10.2K citations
40
h-index
JH
Jiawei Han
University of Illinois Urbana-Champaign, United States
89 publications · 6.5K citations
40
h-index
WB
W. Bruce Croft
University of Massachusetts Amherst, United States
56 publications · 8.5K citations
39
h-index
EC
Erik Cambria
Nanyang Technological University, Singapore
53 publications · 9.2K citations
39
h-index

1–5 of 56.6K

Institutions

7.2K

1–8 of 7.2K

Venues

arXiv (Cornell University)
Repository · 954 publications · 65K citations
94
h-index
Expert Systems with Applications
324 publications · 26.2K citations
86
h-index
Information Processing & Management
309 publications · 25.6K citations
81
h-index
IEEE Access
396 publications · 20.9K citations
69
h-index
Proceedings of the International AAAI Conference on Web and Social Media
178 publications · 33.4K citations
65
h-index

1–5

See also Text Analytics
Core Methods	Natural Language Processing Sentiment Analysis Computational Linguistics Information Extraction Topic Modeling Machine Learning Text Summarization Word Frequency Norms Named Entity Recognition Relation Extraction
Applications	Business Intelligence Sentiment Analysis Social Media Customer Relationship Management Risk Management Fraud Detection E-discovery Voice Of The Customer Document Summarization Root Cause Analysis
Evaluation	Evaluation Benchmarks Trustworthiness Scalability External Validity Lexical Diversity Analysis Traceability Explainability Efficiency
Limitations	External Validity Digital Divide Multimodal Integration
Data Sources	Social Media Patent Law