A Predictive Model of Digital Information Engagement: Forecasting User Engagement With English Words by Incorporating Cognitive Biases, Computational Linguistics and Natural Language Processing.
Nimrod DvirElaine FriedmanSuraj CommuriFan YangJennifer RomanoPublished in: CoRR (2023)
Keyphrases
- predictive model
- user engagement
- computational linguistics
- digital information
- english words
- natural language processing
- user experience
- information management
- historical data
- prediction model
- digital content
- multimedia databases
- artificial intelligence
- neural network
- digital data
- text mining
- information retrieval
- decision trees
- machine learning
- information extraction
- artificial neural networks
- user satisfaction
- classification rules
- natural language
- question answering
- text corpora
- machine translation
- computer science
- wordnet
- knowledge representation
- semantic relations
- named entities
- named entity recognition
- probabilistic model
- data mining
- data sets
- student research workshop
- multimedia content
- user behavior
- regression model
- user interaction
- data collection
- social media
- information systems