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Integrating Social and Auxiliary Semantics for Multifaceted Topic Modeling in Twitter

https://doi.org/10.1145/2651403
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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-642-20161-5_34openalex-snapshot
Comparing Twitter and Traditional Media Using Topic Models
inferredcites →https://doi.org/10.1007/978-3-642-21064-8_26openalex-snapshot
Semantic Enrichment of Twitter Posts for User Profile Construction on the Social Web
inferredcites →https://doi.org/10.1007/978-3-642-21852-1_55openalex-snapshot
Discovering Context: Classifying Tweets through a Semantic Transform Based on Wikipedia
inferredcites →https://doi.org/10.1007/978-3-642-22233-7_12openalex-snapshot
Learning Semantic Relationships between Entities in Twitter
inferredcites →https://doi.org/10.1017/cbo9780511809071openalex-snapshot
Introduction to Information Retrieval
inferredcites →https://doi.org/10.1109/icdm.2008.140openalex-snapshot
On-line LDA: Adaptive Topic Models for Mining Text Streams with Applications to Topic Detection and Tracking
inferredcites →https://doi.org/10.1109/icdm.2010.34openalex-snapshot
What Do People Want in Microblogs? Measuring Interestingness of Hashtags in Twitter
inferredcites →https://doi.org/10.1145/1150402.1150450openalex-snapshot
Topics over time
inferredcites →https://doi.org/10.1145/1150402.1150487openalex-snapshot
Statistical entity-topic models
inferredcites →https://doi.org/10.1145/1718487.1718524openalex-snapshot
Learning similarity metrics for event identification in social media
inferredcites →https://doi.org/10.1145/1810617.1810647openalex-snapshot
Conversational tagging in twitter
inferredcites →https://doi.org/10.1145/1835449.1835616openalex-snapshot
Hashtag retrieval in a microblogging environment
inferredcites →https://doi.org/10.1145/1935826.1935932openalex-snapshot
Aspect and sentiment unification model for online review analysis
inferredcites →https://doi.org/10.1145/1964858.1964870openalex-snapshot
Empirical study of topic modeling in Twitter
inferredcites →https://doi.org/10.1145/2009916.2009984openalex-snapshot
Estimation methods for ranking recent information
inferredcites →https://doi.org/10.1145/2063576.2063689openalex-snapshot
Transferring topical knowledge from auxiliary long texts for short text clustering
inferredcites →https://doi.org/10.1145/2063576.2063726openalex-snapshot
Topic sentiment analysis in twitter
inferredcites →https://doi.org/10.1145/2505515.2505593openalex-snapshot
Dynamic multi-faceted topic discovery in twitter
inferredcites →https://doi.org/10.1145/2536689.2536803openalex-snapshot
Geographic aspects of tie strength and value of information in social networking
inferredcites →https://doi.org/10.1145/2651403openalex-snapshot
Integrating Social and Auxiliary Semantics for Multifaceted Topic Modeling in Twitter
inferredcites →https://doi.org/10.1609/aaai.v24i1.7669openalex-snapshot
A Two-Dimensional Topic-Aspect Model for Discovering Multi-Faceted Topics
inferredcites →https://doi.org/10.1609/icwsm.v7i1.14420openalex-snapshot
Efficient Clustering of Short Messages into General Domains
inferredcites →https://doi.org/10.3115/1610075openalex-snapshot
Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing - EMNLP '06
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
inferredcites →https://doi.org/10.5860/choice.46-2715openalex-snapshot
Introduction to information retrieval

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-3-030-73200-4_36openalex-snapshot
Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering
inferred← citeshttps://doi.org/10.1007/978-3-319-20609-7_44openalex-snapshot
Evolution of the Conversation and Knowledge Acquisition in Social Networks Related to a MOOC Course
inferred← citeshttps://doi.org/10.1007/978-3-319-26190-4_10openalex-snapshot
Time-Sensitive Topic Derivation in Twitter
inferred← citeshttps://doi.org/10.1007/978-981-10-0515-2_13openalex-snapshot
Incorporating Tweet Relationships into Topic Derivation
inferred← citeshttps://doi.org/10.1007/978-981-13-1580-0_66openalex-snapshot
Big Data Sentiment Analysis Using Distributed Computing Approach
inferred← citeshttps://doi.org/10.1007/s00778-019-00569-6openalex-snapshot
Microblogs data management: a survey
inferred← citeshttps://doi.org/10.1007/s10115-019-01429-zopenalex-snapshot
A survey of recent methods on deriving topics from Twitter: algorithm to evaluation
inferred← citeshttps://doi.org/10.1007/s11280-016-0417-xopenalex-snapshot
Using time-sensitive interactions to improve topic derivation in twitter
inferred← citeshttps://doi.org/10.1007/s12065-019-00300-yopenalex-snapshot
Visual topic models for healthcare data clustering
inferred← citeshttps://doi.org/10.1007/s13278-022-00870-3openalex-snapshot
Getting decision support from context-specific online social networks: a case study
inferred← citeshttps://doi.org/10.1016/j.eswa.2018.10.028openalex-snapshot
A framework for event classification in tweets based on hybrid semantic enrichment
inferred← citeshttps://doi.org/10.1063/5.0158480openalex-snapshot
Implement topic models for an effective assessment of social healthcare data clusters
inferred← citeshttps://doi.org/10.1109/bigdata50022.2020.9378492openalex-snapshot
A Graph Neural Network For Assessing The Affective Coherence Of Twitter Graphs
inferred← citeshttps://doi.org/10.1109/bigdatacongress.2015.21openalex-snapshot
Matrix Inter-joint Factorization - A New Approach for Topic Derivation in Twitter
inferred← citeshttps://doi.org/10.1109/bigdatacongress.2015.22openalex-snapshot
Deriving Topics in Twitter by Exploiting Tweet Interactions
inferred← citeshttps://doi.org/10.1109/iccrd54409.2022.9730215openalex-snapshot
Public Opinion Analysis and Popularity Prediction for COVID-19 Hot Search Based on Weibo
inferred← citeshttps://doi.org/10.1109/icdcs.2017.60openalex-snapshot
The Joint Effects of Tweet Content Similarity and Tweet Interactions for Topic Derivation
inferred← citeshttps://doi.org/10.1109/icdmw.2017.119openalex-snapshot
Us and Them: Adversarial Politics on Twitter
inferred← citeshttps://doi.org/10.1109/tkde.2021.3077025openalex-snapshot
Heterogeneous Latent Topic Discovery for Semantic Text Mining
inferred← citeshttps://doi.org/10.1109/tkde.2021.3109304openalex-snapshot
Burstiness-Aware Web Search Analysis on Different Levels of Evidences
inferred← citeshttps://doi.org/10.1109/tsc.2017.2696531openalex-snapshot
What and With Whom? Identifying Topics in Twitter Through Both Interactions and Text
inferred← citeshttps://doi.org/10.1109/wi.2016.0084openalex-snapshot
Experiments with Semantic Enrichment for Event Classification in Tweets
inferred← citeshttps://doi.org/10.1145/2970398.2970401openalex-snapshot
Exploring Urban Lifestyles Using a Nonparametric Temporal Graphical Model
inferred← citeshttps://doi.org/10.1145/2990507openalex-snapshot
Modeling Topics and Behavior of Microbloggers
inferred← citeshttps://doi.org/10.1145/3106426.3106435openalex-snapshot
Improving the classification of events in tweets using semantic enrichment
inferred← citeshttps://doi.org/10.1145/3418283openalex-snapshot
Industrial Federated Topic Modeling
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3144693/v1openalex-snapshot
Comparative Analysis of Topic Modeling Algorithms for Short Texts in Persian Tweets
inferred← citeshttps://doi.org/10.21608/jssa.2019.38713openalex-snapshot
Neologisms and Polysemy in Social Media: A Morpho-Semantic Analysis
inferred← citeshttps://doi.org/10.3233/ida-160021openalex-snapshot
Incorporating Wikipedia concepts and categories as prior knowledge into topic models
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