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A dirichlet multinomial mixture model-based approach for short text clustering

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What this work says

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

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Grouping Multidimensional Data: Recent Advances in Clustering

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A Survey of Clustering Data Mining Techniques

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A Survey of Text Clustering Algorithms

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Comparing partitions

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Data clustering: 50 years beyond K-means

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Advances in neural information processing systems 7

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Text Classification from Labeled and Unlabeled Documents using EM

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Dirichlet Process Mixture Model for Document Clustering with Feature Partition

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Book Review: Pattern Recognition and Machine Learning

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Clustering by Passing Messages Between Data Points

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The Massachusetts Institute of Technology

inferredcites →https://doi.org/10.1145/1102351.1102420openalex-snapshot

Modeling word burstiness using the Dirichlet distribution

inferredcites →https://doi.org/10.1145/1143844.1143881openalex-snapshot

Clustering documents with an exponential-family approximation of the Dirichlet compound multinomial distribution

inferredcites →https://doi.org/10.1145/1277741.1277909openalex-snapshot

Clustering short texts using wikipedia

inferredcites →https://doi.org/10.1145/1772690.1772862openalex-snapshot

Web-scale k-means clustering

inferredcites →https://doi.org/10.1145/1835804.1835901openalex-snapshot

Document clustering via dirichlet process mixture model with feature selection

inferredcites →https://doi.org/10.1145/1963192.1963249openalex-snapshot

Comparative study of clustering techniques for short text documents

inferredcites →https://doi.org/10.1145/2484028.2484045openalex-snapshot

Sumblr

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Probabilistic latent semantic indexing

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Probabilistic Latent Semantic Indexing

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A vector space model for automatic indexing

inferredcites →https://doi.org/10.1609/icwsm.v7i1.14420openalex-snapshot

Efficient Clustering of Short Messages into General Domains

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Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance

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Latent dirichlet allocation

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Introduction to information retrieval

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Identification and Characterization of Events in Social Media

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Multi-disciplinary assessment of the entrustable professional activities of surgery residents

inferred← citeshttps://doi.org/10.1007/s44443-026-00606-9openalex-snapshot

Nested dirichlet hawkes process: a unified model for activity sequence-based user clustering

inferred← citeshttps://doi.org/10.1016/j.apor.2026.105010openalex-snapshot

On the reduction of Design Load Cases for fatigue assessment of Offshore Renewable Energy systems: A benchmarking of clustering techniques

inferred← citeshttps://doi.org/10.1016/j.artmed.2021.102096openalex-snapshot

Evaluation of clustering and topic modeling methods over health-related tweets and emails

inferred← citeshttps://doi.org/10.1016/j.asoc.2020.107057openalex-snapshot

Topic detection and sentiment analysis in Twitter content related to COVID-19 from Brazil and the USA

inferred← citeshttps://doi.org/10.1016/j.asoc.2025.112700openalex-snapshot

Semantic-based topic model for public opinion analysis in sudden-onset disasters

inferred← citeshttps://doi.org/10.1016/j.cose.2020.102056openalex-snapshot

A graph proximity feature augmentation approach for identifying accounts of terrorists on twitter

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Revolutionizing textual data insights: A comprehensive review of the dual relationship between transformers and clustering in textual data analysis

inferred← citeshttps://doi.org/10.1016/j.dcan.2020.04.014openalex-snapshot

A time-aware query-focused summarization of an evolving microblogging stream via sentence extraction

inferred← citeshttps://doi.org/10.1016/j.dss.2019.113142openalex-snapshot

Developing insights from social media using semantic lexical chains to mine short text structures

inferred← citeshttps://doi.org/10.1016/j.engappai.2018.03.014openalex-snapshot

A novel data clustering algorithm using heuristic rules based on k -nearest neighbors chain

inferred← citeshttps://doi.org/10.1016/j.engappai.2019.07.015openalex-snapshot

Clustering by finding prominent peaks in density space

inferred← citeshttps://doi.org/10.1016/j.engappai.2022.105271openalex-snapshot

A novel framework for semantic classification of cyber terrorist communities on Twitter

inferred← citeshttps://doi.org/10.1016/j.eswa.2017.03.029openalex-snapshot

An unsupervised multilingual approach for online social media topic identification

inferred← citeshttps://doi.org/10.1016/j.eswa.2022.117541openalex-snapshot

The climate change Twitter dataset

inferred← citeshttps://doi.org/10.1016/j.eswa.2022.118499openalex-snapshot

Word embeddings for topic modeling: An application to the estimation of the economic policy uncertainty index

inferred← citeshttps://doi.org/10.1016/j.eswa.2023.119920openalex-snapshot

A service composition evolution method that combines deep clustering and a service requirement context model

inferred← citeshttps://doi.org/10.1016/j.eswa.2023.120262openalex-snapshot

A context-enhanced Dirichlet model for online clustering in short text streams

inferred← citeshttps://doi.org/10.1016/j.future.2018.06.019openalex-snapshot

Smart government framework with geo-crowdsourcing and social media analysis

inferred← citeshttps://doi.org/10.1016/j.future.2023.03.028openalex-snapshot

WGSDMM+GA: A genetic algorithm-based service clustering methodology assimilating dirichlet multinomial mixture model with word embedding

inferred← citeshttps://doi.org/10.1016/j.ijhm.2024.103711openalex-snapshot

Signs of imminent collapse: Can hotel bankruptcy or failure be predicted from guest reviews?

inferred← citeshttps://doi.org/10.1016/j.ijinfomgt.2019.05.012openalex-snapshot

A network-based concept extraction for managing customer requests in a social media care context

inferred← citeshttps://doi.org/10.1016/j.ijmedinf.2020.104179openalex-snapshot

Enhancing predictions of patient conveyance using emergency call handler free text notes for unconscious and fainting incidents reported to the London Ambulance Service

inferred← citeshttps://doi.org/10.1016/j.inffus.2020.12.004openalex-snapshot

An integrated framework of learning and evidential reasoning for user profiling using short texts

inferred← citeshttps://doi.org/10.1016/j.ins.2017.05.018openalex-snapshot

User clustering in a dynamic social network topic model for short text streams

inferred← citeshttps://doi.org/10.1016/j.ins.2018.01.013openalex-snapshot

RECOME: A new density-based clustering algorithm using relative KNN kernel density

inferred← citeshttps://doi.org/10.1016/j.ins.2018.04.071openalex-snapshot

Filtering out the noise in short text topic modeling

inferred← citeshttps://doi.org/10.1016/j.ins.2019.07.048openalex-snapshot

A nonparametric model for online topic discovery with word embeddings

inferred← citeshttps://doi.org/10.1016/j.ins.2022.05.098openalex-snapshot

Context reinforced neural topic modeling over short texts

inferred← citeshttps://doi.org/10.1016/j.ins.2022.10.127openalex-snapshot

An unsupervised semantic text similarity measurement model in resource-limited scenes

inferred← citeshttps://doi.org/10.1016/j.ipm.2019.01.006openalex-snapshot

Item diversified recommendation based on influence diffusion

inferred← citeshttps://doi.org/10.1016/j.ipm.2019.102060openalex-snapshot

Fuzzy topic modeling approach for text mining over short text

inferred← citeshttps://doi.org/10.1016/j.ipm.2020.102238openalex-snapshot

Evaluation of web service clustering using Dirichlet Multinomial Mixture model based approach for Dimensionality Reduction in service representation

inferred← citeshttps://doi.org/10.1016/j.ipm.2022.103059openalex-snapshot

EGC: A novel event-oriented graph clustering framework for social media text

inferred← citeshttps://doi.org/10.1016/j.ipm.2022.103215openalex-snapshot

Graph neural topic model with commonsense knowledge

inferred← citeshttps://doi.org/10.1016/j.jestch.2024.101730openalex-snapshot

Revolutionary text clustering: Investigating transfer learning capacity of SBERT models through pooling techniques

inferred← citeshttps://doi.org/10.1016/j.jjimei.2021.100021openalex-snapshot

Leveraging Twitter data to understand public sentiment for the COVID‐19 outbreak in Singapore

inferred← citeshttps://doi.org/10.1016/j.knosys.2016.05.047openalex-snapshot

Suggest what to tag: Recommending more precise hashtags based on users’ dynamic interests and streaming tweet content

inferred← citeshttps://doi.org/10.1016/j.knosys.2018.08.011openalex-snapshot

Experimental explorations on short text topic mining between LDA and NMF based Schemes

inferred← citeshttps://doi.org/10.1016/j.neucom.2016.03.088openalex-snapshot

Multi-label maximum entropy model for social emotion classification over short text

inferred← citeshttps://doi.org/10.1016/j.neucom.2017.11.019openalex-snapshot

Corpus-based topic diffusion for short text clustering

inferred← citeshttps://doi.org/10.1016/j.neucom.2019.12.013openalex-snapshot

Optimising topic coherence with Weighted P o´ lya Urn scheme

inferred← citeshttps://doi.org/10.1016/j.neucom.2024.128941openalex-snapshot

A short text topic modeling method based on integrating Gaussian and Logistic coding networks with pre-trained word embeddings

inferred← citeshttps://doi.org/10.1016/j.neucom.2025.129638openalex-snapshot

A comprehensive overview of topic modeling: Techniques, applications and challenges

inferred← citeshttps://doi.org/10.1016/j.neunet.2016.12.008openalex-snapshot

Self-Taught convolutional neural networks for short text clustering

inferred← citeshttps://doi.org/10.1016/j.neunet.2017.05.001openalex-snapshot

Recommender system based on scarce information mining

inferred← citeshttps://doi.org/10.1016/j.omega.2026.103612openalex-snapshot

Herd or heard? Disentangling social influence and personal taste in music listening with a probabilistic topic model

inferred← citeshttps://doi.org/10.1016/j.patcog.2017.09.045openalex-snapshot

Concept decompositions for short text clustering by identifying word communities

inferred← citeshttps://doi.org/10.1016/j.scs.2021.103524openalex-snapshot

Toward human-centric urban infrastructure: Text mining for social media data to identify the public perception of COVID-19 policy in transportation hubs

inferred← citeshttps://doi.org/10.1016/j.tranpol.2026.104010openalex-snapshot

Exploring bus service demand in emerging business formats: A text mining analysis

inferred← citeshttps://doi.org/10.1016/j.trip.2023.100815openalex-snapshot

Understanding the travel challenges and gaps for older adults during the COVID-19 outbreak: Insights from the New York City area

inferred← citeshttps://doi.org/10.1016/j.trip.2024.101061openalex-snapshot

A national survey on the effect of the COVID-19 pandemic on school travel in the US. – Parents perspective

inferred← citeshttps://doi.org/10.1017/dsj.2022.12openalex-snapshot

Communication patterns in engineering enterprise social networks: an exploratory analysis using short text topic modelling

inferred← citeshttps://doi.org/10.1017/s0269888919000018openalex-snapshot

Short-text learning in social media: a review

inferred← citeshttps://doi.org/10.1038/s41598-022-05359-9openalex-snapshot

Cross-platform analysis of public responses to the 2019 Ridgecrest earthquake sequence on Twitter and Reddit

inferred← citeshttps://doi.org/10.1057/s41599-025-04551-2openalex-snapshot

A joint-training topic model for social media texts

inferred← citeshttps://doi.org/10.1061/9780784485248.009openalex-snapshot

Does the ADA Work? A Social Media Data-Driven Investigation of Disability-Related Inequity at Airports

inferred← citeshttps://doi.org/10.1073/pnas.2221919120openalex-snapshot

Collective events and individual affect shape autobiographical memory

inferred← citeshttps://doi.org/10.1080/0144929x.2021.1941259openalex-snapshot

Leveraging Twitter data to analyze the virality of Covid-19 tweets: a text mining approach

inferred← citeshttps://doi.org/10.1080/09544828.2023.2268850openalex-snapshot

Exploring topic modelling for generalising design requirements in complex design

inferred← citeshttps://doi.org/10.1080/09544828.2025.2518906openalex-snapshot

Incorporating the dynamic natures into prioritization of customer requirements

inferred← citeshttps://doi.org/10.1080/10584609.2017.1334728openalex-snapshot

Election Campaigning on Social Media: Politicians, Audiences, and the Mediation of Political Communication on Facebook and Twitter

inferred← citeshttps://doi.org/10.1080/10810730.2023.2278609openalex-snapshot

Does Organizational Messaging Make a Difference? Investigating Themes and Language Style in Twitter Discourse and Engagement by Mental Health Organizations

inferred← citeshttps://doi.org/10.1080/13683500.2021.1974357openalex-snapshot

Confirmatory aspect-level opinion mining processes for tourism and hospitality research: a proposal of DiSSBUS

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