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Semantic Computing [Kõva köide]

(Univ Of California, Irvine, Usa)
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As the first volume of World Scientific Encyclopedia with Semantic Computing and Robotic Intelligence, this volume is designed to lay the foundation for the understanding of the Semantic Computing (SC), as a core concept to study Robotic Intelligence in the subsequent volumes.This volume aims to provide a reference to the development of Semantic Computing, in the terms of 'meaning', 'context', and 'intention'. It brings together a series of technical notes, in average, no longer than 10 pages in length, each focuses on one topic in Semantic Computing; being review article or research paper, to explain the fundamental concepts, models or algorithms, and possible applications of the technology concerned.This volume will address three core areas in Semantic Computing:
Foreword v
Part 1 Understanding Semantics
1(42)
Open information extraction
3(6)
D.-T. Vo
E. Bagheri
Methods and resources for computing semantic relatedness
9(6)
Y. Feng
E. Bagheri
Semantic summarization of web news
15(6)
F. Amato
V. Moscato
A. Picariello
G. Sperli
A. D'Acierno
A. Penta
Event identification in social networks
21(8)
F. Zarrinkalam
E. Bagheri
Community detection in social networks
29(8)
H. Fani
E. Bagheri
High-level surveillance event detection
37(6)
F. Persia
D. D'Auria
Part 2 Data Science
43(96)
Selected topics in statistical computing
45(18)
S. B. Chatla
C.-H. Chen
G. Shmueli
Bayesian networks: Theory, applications and sensitivity issues
63(14)
R. S. Kenett
GLiM: Generalized linear models
77(8)
J. R. Barr
S. Zacks
OLAP and machine learning
85(56)
J. Jin
Survival analysis via Cox proportional hazards additive models
91(12)
L. Bai
D. Gillen
Deep learning
103(14)
X. Hao
G. Zhang
Two-stage and sequential sampling for estimation and testing with prescribed precision m S. Zacks Business process mining
117(8)
A. Pourmasoumi
E. Bagheri
The information quality framework for evaluating data science programs
125(14)
S. Y. Coleman
R. S. Kenett
Part 3 Data Integration
139(50)
Enriching semantic search with preference and quality scores
141(8)
M. Missikoff
A. Formica
E. Pourabbas
F. Taglino
Multilingual semantic dictionaries for natural language processing: The case of BabelNet
149(6)
C. D. Bovi
R. Navigli
Model-based documentation
155(16)
F. Farazi
C. Chapman
P. Raju
W. Byrne
Entity linking for tweets
171(10)
P. Basile
A. Caputo
Enabling semantic technologies using multimedia ontology
181(8)
A. M. Rinaldi
Part 4 Applications
189(50)
Semantic software engineering
191(6)
T. Wang
A. Kitazawa
P. Sheu
A multimedia semantic framework for image understanding and retrieval
197(12)
A. Penta
Use of semantics in robotics --- improving doctors' performance using a cricothyrotomy simulator
209(6)
D. D'Auria
F. Persia
Semantic localization
215(8)
S. Ma
Q. Liu
Use of semantics in bio-informatics
223(8)
C. C. N. Wang
J. J. P. Tsai
Actionable intelligence and online learning for semantic computing
231(8)
C. Tekin
M. van der Schaar
Subject Index 239(2)
Author Index 241