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Everything about Document classification
Process of categorizing documents
Document classification or document categorization is a problem in library science, information science and computer science. The task is to assign a document to one or more classes or categories. This may be done "manually" or algorithmically. The intellectual classification of documents has mostly been the province of library science, while the algorithmic classification of documents is mainly in information science and computer science. The problems are overlapping, however, and there is therefore interdisciplinary research on document classification. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Document classificationA 5-minute orientation
- Skim a recent paper: Advancing Cancer Document Classification with R andom ForestInfluential work since 2022
- Pick up a classic book: The shape of waterThe most-reprinted book on the subject
- Read the landmark paper: One-class document classification via Neural NetworksCited 152 times
- Go sideways: Glossary of library and information scienceA closely related topic
- Go sideways: Controlled vocabularyA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🏆 Landmark papers (most cited)
One-class document classification via Neural Networks
Automatic Document Classification
Protein classification based on text document classification techniques
Deep Learning for Technical Document Classification
XML document classification based on ELM
PCA document reconstruction for email classification
Document image classification: Progress over two decades
Document classification using term frequency-inverse document frequency and K-means clustering
🆕 Influential since 2022
Advancing Cancer Document Classification with R andom Forest
An Automated Text Document Classification Framework using BERT
A Novel Metadata Based Multi-Label Document Classification Technique
Towards Adversarial Attacks for Clinical Document Classification
Exploring multi-tasking learning in document attribute classification
📚 Books worth reading
The shape of waterGuillermo del Toro, Daniel Kraus · 2018
Data ClusteringCharu C. Aggarwal, Chandan K. Reddy · 2013
Doomsday ConspiracySidney Sheldon · 1991- 📕Systematic review for declassification of national security informationUnited States. General Accounting Office · 1980
- 📕U.S. counterintelligence and security concernsUnited States. Congress. House. Permanent Select Committee on Intelligence. Subcommittee on Oversight and Evaluation. · 1988
Star Trek Deep Space Nine - The MissingUna McCormack · 2005
Conversion tablesMona L. Scott · 1993
Cataloging the worldAlex Wright · 2014
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Glossary of library and information science This glossary page is created to give readers a place to find key terms and concepts used in the Library and Information Science (LIS) field. There are…
- Controlled vocabulary A controlled vocabulary provides a way to organize knowledge for subsequent retrieval. Controlled vocabularies are used in subject indexing schemes, subject…
- Jack Mills (classification researcher) Jack Mills (1918 – 9 July 2010) was a British librarian and classification researcher, who worked for more than sixty years in the study, teaching, development…
- Subject indexing Subject indexing is the act of describing or classifying a document by index terms, keywords, or other symbols in order to indicate what different documents…
- Knowledge organization Knowledge organization (KO), organization of knowledge, organization of information, or information organization is an intellectual discipline concerned…
- Library classification A library classification is a system used within a library to organize materials, including books, sound and video recordings, electronic materials, etc…
- Information retrieval In computing and information science, information retrieval (IR) is the task of identifying and retrieving information system resources that are relevant…
- Outline of library and information science The following outline is provided as an overview of and topical guide to library and information science: Library and information science (LIS) is the…