Social Media Operationalized for Locational Analytics: A Hands-on Tutorial Utilizing NLP, Topic Modeling, and GIS.
Brian HiltonAnthony CorsoSarah OsailanPublished in: AMCIS (2018)
Keyphrases
- topic modeling
- social media
- text mining
- topic models
- natural language processing
- geographic information systems
- big data
- latent dirichlet allocation
- opinion mining
- information extraction
- modeling framework
- natural language
- text classification
- user generated content
- social networks
- text documents
- databases
- collaborative filtering
- data mining
- knowledge discovery
- computational linguistics
- text corpora
- topic extraction
- wordnet
- text processing
- latent topics
- scientific articles
- document clustering
- data management
- probabilistic model
- text analysis
- data analysis
- information retrieval
- machine learning
- machine translation
- business intelligence
- feature space
- pattern recognition
- hierarchical bayesian model
- real world
- neural network