July 2020
Intermediate to advanced
448 pages
11h 7m
English
book
Recommender System with Machine Learning and Artificial Intelligence
by Sachi Nandan Mohanty, Jyotir Moy Chatterjee, Sarika Jain, Ahmed A. Elngar, Priya Gupta
Content preview from Recommender System with Machine Learning and Artificial Intelligence
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Index
- Accuracy, 395
- ACE model, 66–67
- Action log, 76
- Adaboost, 96
- Algorithm, 313
- Alzheimer’s disease (AD), 352
- Analogical learning, 226
- Anonymity, 293, 295
- Applicability of recommender system, in agriculture, 183 in healthcare, 182
- Appraisal framework (AF), 58
- AQUAINT, 65
- Architecture of blockchain, 317
- Artificial Intelligence (AI), 122, 224, 313
- Aspect-based opinion extraction, 56–57
- Automatic machine learning (aML), 216, 217
- Bag of words (BoW), 218, 219
- Bagging algorithm, 96
- Balanced accuracy score (BAS), 359, 363
- BAT algorithm, 315
- Bayesian models (BM), 94–95
- Best prediction error (BPE), 132
- Bias, 259, 260, 262
- Bitcoin, 295–296, 299–300, 304–305, 315
- Black sheep, 84
- Blockchain, 313
- Blockchain architecture, 318
- Blood glucose, 314
- Boolean vector, 195, 197, 198, 199
- Boosting technique, 96
- Bootstrap aggregating, 96
- BoW Model, 411–412
- Breast cancer coimbra dataset (BCCD), 121, 124, 125
- Breast cancer prediction, 121, 122, 124, 125, 138
- Breast cancer prognosis, 121
- Case-based reasoning, 38
- Chaining algorithm, 320
- Cognitive specification language (CSL), 299
- Cohen’s kappa coefficient, 351, 362
- Cold start problem, 20, 214, 230
- Collaborative filtering (CF), 12, 27, 29–30, 32, 34, 123–125, 130, 239, 352, 354
- Collaborative recommender system, 214, 389
- Complex item, 75
- Computer tailored health communication (CTHC), 225
- Concept-level sentiment analyses, 57
- Consensus algorithm, 319
- Content-based (CB), 8, 123 ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.