Building Efficient Probability Transition Matrix Using Machine Learning from Big Data for Personalized Route Prediction.
Xipeng WangYuan MaJunru DiYi Lu MurpheyShiqi QiuJohannes KristinssonJason MeyerFinn TsengTimothy FeldkampPublished in: INNS Conference on Big Data (2015)
Keyphrases
- big data
- machine learning
- data science
- predictive modeling
- data analysis
- transition matrix
- high volume
- cloud computing
- vast amounts of data
- data processing
- unstructured data
- data intensive
- knowledge discovery
- data management
- big data analytics
- markov chain
- social media
- learning algorithm
- data warehousing
- statistical learning
- data sets
- information technology
- reinforcement learning
- massive data
- data analytics
- massive datasets
- case study
- text mining
- management system