Machine learning innovations in address matching: A practical comparison of word2vec and CRFs.
Sam ComberDaniel Arribas-BelPublished in: Trans. GIS (2019)
Keyphrases
- machine learning
- information extraction
- conditional random fields
- theoretical underpinnings
- string matching
- matching algorithm
- pattern matching
- real world
- higher order
- n gram
- co occurrence
- graphical models
- graph matching
- machine learning methods
- machine learning algorithms
- knowledge acquisition
- natural language processing
- learning algorithm
- hidden markov models
- data mining
- text mining
- learning models
- image matching
- pairwise
- question answering
- model selection
- active learning
- computer science
- keywords
- feature selection
- learning tasks
- computer vision
- matching process
- knowledge discovery
- crf model
- support vector machine