Indexing by latent semantic analysis

1990 · Journal of the American Society for Information Science · 12,850 citations · 33 from inside this corpus

Scott Deerwester low, Susan Dumais, George W. Furnas low, Thomas K. Landauer, Richard A. Harshman

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

34 of 34 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.

this paper works it cites works citing it node size = global citations · hover for the full title

What this paper cites, inside the corpus

Paper	Year	Cited
A theory of data.	1960	1,573

What cites it, inside the corpus

Paper	Year	Cited
Glove: Global Vectors for Word Representation	2014	34,067
Latent dirichlet allocation	2003	27,078
Reducing the Dimensionality of Data with Neural Networks	2006	21,247
Enriching Word Vectors with Subword Information	2017	9,900
Machine learning in automated text categorization	2002	7,945
A Comprehensive Survey on Transfer Learning	2020	6,441
A survey of transfer learning	2016	6,290
A solution to Plato's problem: The latent semantic analysis theory of acquisition, induct…	1997	6,147
Probabilistic topic models	2012	5,623
Learning Deep Architectures for AI	2009	5,077
An introduction to latent semantic analysis	1998	4,895
Semi-Supervised Learning	2006	4,334
Approximate nearest neighbors	1998	4,240
Software Framework for Topic Modelling with Large Corpora	2010	3,809
Learning Word Vectors for Sentiment Analysis	2011	3,294
Sentiment analysis algorithms and applications: A survey	2014	3,264
From Frequency to Meaning: Vector Space Models of Semantics	2010	2,902
Linguistic Regularities in Continuous Space Word Representations	2013	2,885
Learning deep structured semantic models for web search using clickthrough data	2013	2,099
Probabilistic Latent Semantic Analysis	2013	2,093
An algorithmic framework for performing collaborative filtering	1999	1,992
Computing semantic relatedness using Wikipedia-based explicit semantic analysis	2007	1,988
Practical Recommendations for Gradient-Based Training of Deep Architectures	2012	1,960
Reading Tea Leaves: How Humans Interpret Topic Models	2009	1,882
The structure and dynamics of cocitation clusters: A multiple-perspective cocitation anal…		1,646
The text mining handbook: advanced approaches in analyzing unstructured data	2007	1,626
Essentials of the self-organizing map	2012	1,617
Coh-Metrix: Analysis of text on cohesion and language	2004	1,536
Deep Learning--based Text Classification	2021	1,525
From Word Embeddings To Document Distances	2015	1,520
Graph based anomaly detection and description: a survey	2014	1,516
Measuring praise and criticism	2003	1,511
Using Linear Algebra for Intelligent Information Retrieval	1995	1,494

Links

DOI · OpenAlex record

Topics

Advanced Text Analysis Techniques	Computer Science
Text and Document Classification Technologies	Computer Science
Data Management and Algorithms	Computer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

supports5 author record(s) attached.
supports26 reference(s) recorded.
neutralThe DOI carries no year to check against.
supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:40+00:00.

sha256 7e3d99a592f7f61f…