The Value of Big Data for Credit Scoring: Enhancing Financial Inclusion using Mobile Phone Data and Social Network Analytics.
María ÓskarsdóttirCristián BravoCarlos SarrauteJan VanthienenBart BaesensPublished in: CoRR (2020)
Keyphrases
- big data
- mobile phone
- data analysis
- data processing
- social media
- social networks
- business intelligence
- vast amounts of data
- credit scoring
- unstructured data
- data management
- big data analytics
- cloud computing
- data sets
- data mining technology
- database
- data mining techniques
- data warehouse
- knowledge discovery
- data sources
- database management systems
- information processing
- end users
- original data
- data mining methods
- mobile devices
- pattern recognition
- support vector
- machine learning