Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey
Published 2018 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey
Authors
Keywords
Topic modeling, Latent Dirichlet allocation, Tag recommendation, Semantic web, Gibbs sampling
Journal
MULTIMEDIA TOOLS AND APPLICATIONS
Volume -, Issue -, Pages -
Publisher
Springer Nature
Online
2018-11-28
DOI
10.1007/s11042-018-6894-4
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Deep Collaborative Embedding for Social Image Understanding
- (2018) Zechao Li et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- iDoctor: Personalized and professionalized medical recommendations based on hybrid matrix factorization
- (2017) Yin Zhang et al. Future Generation Computer Systems-The International Journal of eScience
- Weakly Supervised Deep Matrix Factorization for Social Image Understanding
- (2017) Zechao Li et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- TopicLens: Efficient Multi-Level Visual Topic Exploration of Large-Scale Document Collections
- (2017) Minjeong Kim et al. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
- Characterizing malicious Android apps by mining topic-specific data flow signatures
- (2017) Xinli Yang et al. INFORMATION AND SOFTWARE TECHNOLOGY
- A review of natural language processing techniques for opinion mining systems
- (2017) Shiliang Sun et al. Information Fusion
- Sub-story detection in Twitter with hierarchical Dirichlet processes
- (2017) P.K. Srijith et al. INFORMATION PROCESSING & MANAGEMENT
- On Effective Location-Aware Music Recommendation
- (2016) Zhiyong Cheng et al. ACM TRANSACTIONS ON INFORMATION SYSTEMS
- TopPRF
- (2016) Jun Miao et al. ACM TRANSACTIONS ON INFORMATION SYSTEMS
- Design and implementation of Weibo sentiment analysis based on LDA and dependency parsing
- (2016) Yonggan Li et al. China Communications
- Topic modeling of Chinese language beyond a bag-of-words
- (2016) Zengchang Qin et al. COMPUTER SPEECH AND LANGUAGE
- A personalized hashtag recommendation approach using LDA-based topic model in microblog environment
- (2016) Feng Zhao et al. Future Generation Computer Systems-The International Journal of eScience
- Contextual Sentiment Topic Model for Adaptive Social Emotion Classification
- (2016) Yanghui Rao IEEE INTELLIGENT SYSTEMS
- Fast Online EM for Big Topic Modeling
- (2016) Jia Zeng et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- TopicSketch: Real-Time Bursty Topic Detection from Twitter
- (2016) Wei Xie et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Multi-Modal Event Topic Model for Social Event Analysis
- (2016) Shengsheng Qian et al. IEEE TRANSACTIONS ON MULTIMEDIA
- Latent Dirichlet allocation for linking user-generated content and e-commerce data
- (2016) Susana Zoghbi et al. INFORMATION SCIENCES
- Joint multi-grain topic sentiment: modeling semantic aspects for online reviews
- (2016) Md. Hijbul Alam et al. INFORMATION SCIENCES
- A topic-enhanced word embedding for Twitter sentiment classification
- (2016) Yafeng Ren et al. INFORMATION SCIENCES
- Modeling healthcare data using multiple-channel latent Dirichlet allocation
- (2016) Hsin-Min Lu et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Hierarchical Bayesian nonparametric models for knowledge discovery from electronic medical records
- (2016) Cheng Li et al. KNOWLEDGE-BASED SYSTEMS
- Dynamic Online HDP model for discovering evolutionary topics from Chinese social texts
- (2016) Xianghua Fu et al. NEUROCOMPUTING
- Topic detection and tracking for conversational content by using conceptual dynamic latent Dirichlet allocation
- (2016) Jui-Feng Yeh et al. NEUROCOMPUTING
- PT-LDA: A latent variable model to predict personality traits of social network users
- (2016) Yezheng Liu et al. NEUROCOMPUTING
- Topic discovery of clusters from documents with geographical location
- (2015) Li Zhang et al. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE
- A survey on the use of topic models when mining software repositories
- (2015) Tse-Hsun Chen et al. EMPIRICAL SOFTWARE ENGINEERING
- A semantic overlapping community detection algorithm based on field sampling
- (2015) Xin Yu et al. EXPERT SYSTEMS WITH APPLICATIONS
- A Twitter Hashtag Recommendation Model that Accommodates for Temporal Clustering Effects
- (2015) Hsin-Min Lu et al. IEEE INTELLIGENT SYSTEMS
- NewsMiner: Multifaceted news analysis for event search
- (2015) Lei Hou et al. KNOWLEDGE-BASED SYSTEMS
- SG-WSTD: A framework for scalable geographic web search topic discovery
- (2015) Di Jiang et al. KNOWLEDGE-BASED SYSTEMS
- Dynamic non-parametric joint sentiment topic mixture model
- (2015) Xianghua Fu et al. KNOWLEDGE-BASED SYSTEMS
- Crowdsourcing based social media data analysis of urban emergency events
- (2015) Zheng Xu et al. MULTIMEDIA TOOLS AND APPLICATIONS
- Supervised topic models for multi-label classification
- (2015) Ximing Li et al. NEUROCOMPUTING
- A phenome-guided drug repositioning through a latent variable model
- (2014) Halil Bisgin et al. BMC BIOINFORMATICS
- Image tag refinement by regularized latent Dirichlet allocation
- (2014) Jingdong Wang et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- Predicting crime using Twitter and kernel density estimation
- (2014) Matthew S. Gerber DECISION SUPPORT SYSTEMS
- Identifying interesting Twitter contents using topical analysis
- (2014) Min-Chul Yang et al. EXPERT SYSTEMS WITH APPLICATIONS
- Analyzing the Political Landscape of 2012 Korean Presidential Election in Twitter
- (2014) Min Song et al. IEEE INTELLIGENT SYSTEMS
- Probabilistic Aspect Mining Model for Drug Reviews
- (2014) Victor C. Cheng et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- BTM: Topic Modeling over Short Texts
- (2014) Xueqi Cheng et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- ADM-LDA: An aspect detection model based on topic modelling using the structure of review sentences
- (2014) Ayoub Bagheri et al. JOURNAL OF INFORMATION SCIENCE
- The Author-Topic-Community model for author interest profiling and community discovery
- (2014) Chunshan Li et al. KNOWLEDGE AND INFORMATION SYSTEMS
- Incorporating appraisal expression patterns into topic modeling for aspect and sentiment word identification
- (2014) Xiaolin Zheng et al. KNOWLEDGE-BASED SYSTEMS
- Product aspect extraction supervised with online domain knowledge
- (2014) Tao Wang et al. KNOWLEDGE-BASED SYSTEMS
- Redundancy-Aware Topic Modeling for Patient Record Notes
- (2014) Raphael Cohen et al. PLoS One
- Multidimensional topic analysis in political texts
- (2013) Cäcilia Zirn et al. DATA & KNOWLEDGE ENGINEERING
- Interpreting the Public Sentiment Variations on Twitter
- (2013) Shulong Tan et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- UTOPIAN: User-Driven Topic Modeling Based on Interactive Nonnegative Matrix Factorization
- (2013) Jaegul Choo et al. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
- TWILITE: A recommendation system for Twitter using a probabilistic model based on latent Dirichlet allocation
- (2013) Younghoon Kim et al. INFORMATION SYSTEMS
- Latent Treatment Pattern Discovery for Clinical Processes
- (2013) Zhengxing Huang et al. JOURNAL OF MEDICAL SYSTEMS
- Latent topic model for audio retrieval
- (2013) Pengfei Hu et al. PATTERN RECOGNITION
- Driving Regulation
- (2013) Karen E. C. Levy et al. SOCIAL SCIENCE COMPUTER REVIEW
- Building emotional dictionary for sentiment analysis of online news
- (2013) Yanghui Rao et al. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS
- Latent Dirichlet Allocation for Spatial Analysis of Satellite Images
- (2012) Corina Vaduva et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- A Multiscale Latent Dirichlet Allocation Model for Object-Oriented Clustering of VHR Panchromatic Satellite Images
- (2012) Hong Tang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Multi-aspect sentiment analysis for Chinese online social reviews based on topic modeling and HowNet lexicon
- (2012) Fu Xianghua et al. KNOWLEDGE-BASED SYSTEMS
- Topic model for Chinese medicine diagnosis and prescription regularities analysis: Case on diabetes
- (2011) Xiao-ping Zhang et al. Chinese Journal of Integrative Medicine
- A Nonparametric Bayesian Multipitch Analyzer Based on Infinite Latent Harmonic Allocation
- (2011) K. Yoshii et al. IEEE Transactions on Audio Speech and Language Processing
- Locally discriminative topic modeling
- (2011) Hao Wu et al. PATTERN RECOGNITION
- Finding Complex Biological Relationships in Recent PubMed Articles Using Bio-LDA
- (2011) Huijun Wang et al. PLoS One
- Identifying functional miRNA–mRNA regulatory modules with correspondence latent dirichlet allocation
- (2010) Bing Liu et al. BIOINFORMATICS
- Dirichlet Class Language Models for Speech Recognition
- (2010) Jen-Tzung Chien et al. IEEE Transactions on Audio Speech and Language Processing
- Bug localization using latent Dirichlet allocation
- (2010) Stacy K. Lukins et al. INFORMATION AND SOFTWARE TECHNOLOGY
- Geometric Latent Dirichlet Allocation on a Matching Graph for Large-scale Image Datasets
- (2010) James Philbin et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- Knowledge discovery through directed probabilistic topic models: a survey
- (2010) Ali Daud et al. Frontiers of Computer Science in China
- Semantic Annotation of Satellite Images Using Latent Dirichlet Allocation
- (2009) Marie Lienou et al. IEEE Geoscience and Remote Sensing Letters
- The Pascal Visual Object Classes (VOC) Challenge
- (2009) Mark Everingham et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search