Citation Impact
Citing Papers
Investigating Consumer Engagement with Influencer- vs. Brand-Promoted Ads: The Roles of Source and Disclosure
2019
Latent Topic Networks: A Versatile Probabilistic Programming Framework for Topic Models
2015
Optimizing Semantic Coherence in Topic Models
2011
Improving Topic Coherence with Regularized Topic Models
2011
Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment
2013
Text mining : applications and theory
2010
Aspect Extraction through Semi-Supervised Modeling
2012
Influencer marketing on TikTok: The effectiveness of humor and followers’ hedonic experience
2022 Standout
Plant Phenotyping using Probabilistic Topic Models: Uncovering the Hyperspectral Language of Plants
2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations
2017 Standout
A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts
2022 Standout
UTOPIAN: User-Driven Topic Modeling Based on Interactive Nonnegative Matrix Factorization
2013
Wattpad as a resource for literary studies. Quantitative and qualitative examples of the importance of digital social reading and readers’ comments in the margins
2020 Standout
Recurrent Neural Networks for Multivariate Time Series with Missing Values
2018 Standout
A survey on opinion mining and sentiment analysis: Tasks, approaches and applications
2015 Standout
Implicit feature identification in Chinese reviews using explicit topic mining model
2014
Sprite : Generalizing Topic Models with Structured Priors
2015
A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications
2018 Standout
Aggregated topic models for increasing social media topic coherence
2019
Multidimensional topic analysis in political texts
2013
Improving Topic Models with Latent Feature Word Representations
2015
Affective Computing and Sentiment Analysis
2016 Standout
Product Feature Grouping for Opinion Mining
2011
Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology
2018 Standout
Topic Modeling in Management Research: Rendering New Theory from Textual Data
2019 Standout
An intelligent healthcare monitoring framework using wearable sensors and social networking data
2020 Standout
Interpretable Topic Features for Post-ICU Mortality Prediction.
2016
Computer-Assisted Text Analysis for Comparative Politics
2015 Standout
Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey
2018 Standout
Elementary
2012
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions
2017
Sentiment Analysis: Mining Opinions, Sentiments, and Emotions
2015
Recommendation system based on deep learning methods: a systematic review and new directions
2019 Standout
Computational Grounded Theory: A Methodological Framework
2017 Standout
Predicting research trends with semantic and neural networks with an application in quantum physics
2020 StandoutNobel
stm: An R Package for Structural Topic Models
2019 Standout
Sentence-Based Text Analysis for Customer Reviews
2016
Active Learning Literature Survey
2009 Standout
Artificial intelligence in marketing: Topic modeling, scientometric analysis, and research agenda
2020
Aspect extraction for opinion mining with a deep convolutional neural network
2016
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
2018 Standout
Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review
2018 Standout
Incorporating Knowledge Graph Embeddings into Topic Modeling
2017
Topic Modeling for Media and Communication Research: A Short Primer
2016
ADM-LDA: An aspect detection model based on topic modelling using the structure of review sentences
2014
Knowledge Graph Embedding: A Survey of Approaches and Applications
2017 Standout
Recent Trends in Deep Learning Based Natural Language Processing [Review Article]
2018 Standout
Product aspect extraction supervised with online domain knowledge
2014
Hierarchical Bayesian nonparametric models for knowledge discovery from electronic medical records
2016
A Model of Text for Experimentation in the Social Sciences
2016 Standout
Word network topic model: a simple but general solution for short and imbalanced texts
2015
How to conduct a bibliometric analysis: An overview and guidelines
2021 Standout
A systematic literature review: Opinion mining studies from mobile app store user reviews
2016
Structural Topic Models for Open‐Ended Survey Responses
2014 Standout
A Survey on Knowledge Graphs: Representation, Acquisition, and Applications
2021 Standout
Works of David Andrzejewski being referenced
Exploring Topic Coherence over Many Models and Many Topics
2012
A framework for incorporating general domain knowledge into latent Dirichlet allocation using first-order logic
2011
Incorporating domain knowledge into topic modeling via Dirichlet Forest priors
2009