An integrated latent Dirichlet allocation and Word2vec method for generating the topic evolution of mental models from global to local

Semantic-enhanced topic evolution analysis: a combination of the dynamic topic model and word2vec

(2022) Qiang Gao et al.   SCIENTOMETRICS

Identification of topic evolution: network analytics with piecewise linear representation and word embedding

(2022) Lu Huang et al.   SCIENTOMETRICS

Tracking the dynamics of co-word networks for emerging topic identification

(2021) Lu Huang et al.   TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE

Topic-Based Document-Level Sentiment Analysis Using Contextual Cues

(2021) Ciprian-Octavian Truică et al.   Mathematics

Detecting information requirements for crisis communication from social media data: An interactive topic modeling approach

(2020) Qing Deng et al.   International Journal of Disaster Risk Reduction

Detecting latent topics and trends in educational technologies over four decades using structural topic modeling: A retrospective of all volumes of Computers & Education

(2020) Xieling Chen et al.   COMPUTERS & EDUCATION

Visualizing research trends and research theme evolution in E-learning field: 1999–2018

(2020) Yang Bai et al.   SCIENTOMETRICS

Understanding the topic evolution of scientific literatures like an evolving city: Using Google Word2Vec model and spatial autocorrelation analysis

(2019) Kai Hu et al.   INFORMATION PROCESSING & MANAGEMENT

Latent Dirichlet allocation (LDA) for topic modeling of the CFPB consumer complaints

(2019) Kaveh Bastani et al.   EXPERT SYSTEMS WITH APPLICATIONS

A service recommendation algorithm with the transfer learning based matrix factorization to improve cloud security

(2019) Chao Lei et al.   INFORMATION SCIENCES

A survey on trends of cross-media topic evolution map

(2017) Houkui Zhou et al.   KNOWLEDGE-BASED SYSTEMS

A topic model for co-occurring normal documents and short texts

(2017) Yang Yang et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Topic evolution based on the probabilistic topic model: a review

(2017) Houkui Zhou et al.   Frontiers of Computer Science

Understanding the topic evolution in a scientific domain: An exploratory study for the field of information retrieval

(2017) Baitong Chen et al.   Journal of Informetrics

Mental models: a basic concept for human factors design in infection prevention

(2015) H. Sax et al.   JOURNAL OF HOSPITAL INFECTION

The concept of shared mental models in healthcare collaboration

(2013) Sara McComb et al.   JOURNAL OF ADVANCED NURSING

Semantic smoothing for text clustering

(2013) Jamal A. Nasir et al.   KNOWLEDGE-BASED SYSTEMS

A comprehensive method for comparing mental models of dynamic systems

(2010) Martin Schaffernicht et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH