标题
Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey
作者
关键词
Topic modeling, Latent Dirichlet allocation, Tag recommendation, Semantic web, Gibbs sampling
出版物
MULTIMEDIA TOOLS AND APPLICATIONS
Volume -, Issue -, Pages -
出版商
Springer Nature
发表日期
2018-11-28
DOI
10.1007/s11042-018-6894-4
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- 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
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now