On the public citation graph

Probabilistic Topic Modeling for Comparative Analysis of Document Collections

https://doi.org/10.1145/3369873
0 signed · 56 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/nav.3800020109openalex-snapshot
The Hungarian method for the assignment problem
inferredcites →https://doi.org/10.1007/978-0-387-45528-0openalex-snapshot
Pattern Recognition and Machine Learning
inferredcites →https://doi.org/10.1007/bf02293801openalex-snapshot
Marginal Maximum Likelihood Estimation of Item Parameters: Application of an EM Algorithm
inferredcites →https://doi.org/10.1016/j.ins.2014.02.137openalex-snapshot
Evaluation of clustering algorithms for financial risk analysis using MCDM methods
inferredcites →https://doi.org/10.1109/icdm.2008.57openalex-snapshot
Non-negative Matrix Factorization on Manifold
inferredcites →https://doi.org/10.1109/icdm.2015.112openalex-snapshot
Mining Multi-aspect Reflection of News Events in Twitter: Discovery, Linking and Presentation
inferredcites →https://doi.org/10.1109/tevc.2008.927706openalex-snapshot
Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization
inferredcites →https://doi.org/10.1109/tkde.2011.48openalex-snapshot
Weakly Supervised Joint Sentiment-Topic Detection from Text
inferredcites →https://doi.org/10.1109/tpami.2013.69openalex-snapshot
Latent Dirichlet Allocation Models for Image Classification
inferredcites →https://doi.org/10.1109/tpami.2014.2318728openalex-snapshot
Nested Hierarchical Dirichlet Processes
inferredcites →https://doi.org/10.1109/tpami.2017.2648786openalex-snapshot
Learning Supervised Topic Models for Classification and Regression from Crowds
inferredcites →https://doi.org/10.1109/tvcg.2013.212openalex-snapshot
UTOPIAN: User-Driven Topic Modeling Based on Interactive Nonnegative Matrix Factorization
inferredcites →https://doi.org/10.1142/s0219622012500095openalex-snapshot
EVALUATION OF CLASSIFICATION ALGORITHMS USING MCDM AND RANK CORRELATION
inferredcites →https://doi.org/10.1145/1150402.1150450openalex-snapshot
Topics over time
inferredcites →https://doi.org/10.1145/1401890.1401960openalex-snapshot
Fast collapsed gibbs sampling for latent dirichlet allocation
inferredcites →https://doi.org/10.1145/2009916.2010006openalex-snapshot
ILDA
inferredcites →https://doi.org/10.1145/2020408.2020481openalex-snapshot
Partially labeled topic models for interpretable text mining
inferredcites →https://doi.org/10.1145/2488388.2488467openalex-snapshot
The FLDA model for aspect-based opinion mining
inferredcites →https://doi.org/10.1145/2783258.2783338openalex-snapshot
Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization
inferredcites →https://doi.org/10.1145/3018661.3018690openalex-snapshot
Comparative Document Analysis for Large Text Corpora
inferredcites →https://doi.org/10.1145/3018661.3018728openalex-snapshot
Modeling Event Importance for Ranking Daily News Events
inferredcites →https://doi.org/10.1145/312624.312649openalex-snapshot
Probabilistic latent semantic indexing
inferredcites →https://doi.org/10.1145/3308558.3313617openalex-snapshot
ContraVis: Contrastive and Visual Topic Modeling for Comparing Document Collections
inferredcites →https://doi.org/10.1561/1500000030openalex-snapshot
Applications of Topic Models
inferredcites →https://doi.org/10.3115/1613715openalex-snapshot
Proceedings of the Conference on Empirical Methods in Natural Language Processing - EMNLP '08
inferredcites →https://doi.org/10.3115/v1/p15-1056openalex-snapshot
Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles
inferredcites →https://doi.org/10.5555/1036843.1036902openalex-snapshot
The author-topic model for authors and documents
inferredcites →https://doi.org/10.5555/2567709.2502622openalex-snapshot
Stochastic variational inference
inferredcites →https://doi.org/10.5555/944919.944937openalex-snapshot
Latent dirichlet allocation

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-031-36819-6_4openalex-snapshot
A Selective Supervised Latent Beta-Liouville Allocation for Document Classification
inferred← citeshttps://doi.org/10.1007/s10462-022-10254-wopenalex-snapshot
Short text topic modelling approaches in the context of big data: taxonomy, survey, and analysis
inferred← citeshttps://doi.org/10.1007/s10489-022-04378-3openalex-snapshot
Cross-collection latent Beta-Liouville allocation model training with privacy protection and applications
inferred← citeshttps://doi.org/10.1007/s11192-021-04085-9openalex-snapshot
An approach for detecting the commonality and specialty between scientific publications and patents
inferred← citeshttps://doi.org/10.1007/s41060-026-01056-2openalex-snapshot
Flexible priors for cross-collection topic modeling: an approach with generalized Dirichlet and Beta-Liouville distributions
inferred← citeshttps://doi.org/10.1016/j.csda.2022.107518openalex-snapshot
Local and global topics in text modeling of web pages nested in web sites
inferred← citeshttps://doi.org/10.1016/j.eswa.2023.121720openalex-snapshot
Parallel inference for cross-collection latent generalized Dirichlet allocation model and applications
inferred← citeshttps://doi.org/10.1016/j.ins.2022.10.119openalex-snapshot
Bayesian sparse joint dynamic topic model with flexible lead-lag order
inferred← citeshttps://doi.org/10.1016/j.procs.2023.01.193openalex-snapshot
Question Tags or Text for Topic Modeling: Which is better
inferred← citeshttps://doi.org/10.1080/08839514.2024.2403904openalex-snapshot
Integration of Neural Embeddings and Probabilistic Models in Topic Modeling
inferred← citeshttps://doi.org/10.1108/ijes-01-2025-0002openalex-snapshot
Disparities and determinants of EMS response times: a mixed-methods systematic review and LDA-based thematic analysis
inferred← citeshttps://doi.org/10.1109/hpcc-dss-smartcity-dependsys60770.2023.00128openalex-snapshot
Generalized Dirichlet-Multinomial Regression: Leveraging Arbitrary Features for Topic Modelling
inferred← citeshttps://doi.org/10.1109/icmla58977.2023.00292openalex-snapshot
Advancing Multinomial Regression and Topic Modeling with Beta-Liouville Distributions
inferred← citeshttps://doi.org/10.1111/exsy.13789openalex-snapshot
Flexible Distribution Approaches to Enhance Regression and Deep Topic Modelling Techniques
inferred← citeshttps://doi.org/10.1142/s0219622022500584openalex-snapshot
Opinion Mining Using Enriched Joint Sentiment-Topic Model
inferred← citeshttps://doi.org/10.1145/3451397openalex-snapshot
Graph-Based Stock Recommendation by Time-Aware Relational Attention Network
inferred← citeshttps://doi.org/10.1145/3451530openalex-snapshot
Recurrent Coupled Topic Modeling over Sequential Documents
inferred← citeshttps://doi.org/10.1145/3477539openalex-snapshot
Corpus-level and Concept-based Explanations for Interpretable Document Classification
inferred← citeshttps://doi.org/10.1155/2022/7612276openalex-snapshot
Weighted Joint Sentiment-Topic Model for Sentiment Analysis Compared to ALGA: Adaptive Lexicon Learning Using Genetic Algorithm
inferred← citeshttps://doi.org/10.26650/jot.2022.8.1.1047512openalex-snapshot
Turkish Customers’ Perceptions of Dining Experience in Asian Restaurants in Istanbul
inferred← citeshttps://doi.org/10.3233/jifs-233551openalex-snapshot
A survey of topic models: From a whole-cycle perspective
inferred← citeshttps://doi.org/10.3390/electronics13101859openalex-snapshot
Hidden Variable Models in Text Classification and Sentiment Analysis
inferred← citeshttps://doi.org/10.3390/su162411275openalex-snapshot
Crisis Response in Tourism: Semantic Networks and Topic Modeling in the Hotel and Aviation Industries
inferred← citeshttps://doi.org/10.35760/ik.2023.v28i1.7925openalex-snapshot
ANALISIS PEMODELAN TOPIK UNTUK ULASAN TENTANG PEDULI LINDUNGI
inferred← citeshttps://doi.org/10.48550/arxiv.2104.07969openalex-snapshot
Hierarchical Topic Presence Models
inferred← citeshttps://doi.org/10.56294/dm2024282openalex-snapshot
Data lake management using topic modeling techniques
inferred← citeshttps://doi.org/10.7717/peerj-cs.1940openalex-snapshot
Insights into the nutritional prevention of macular degeneration based on a comparative topic modeling approach
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.