Cognitive Computing – ICCC 2019: Third International Conference, Held as Part of the Services Conference Federation, SCF 2019, San Diego, CA, USA, June 25–30, 2019, Proceedings

216 Pages·2019·23.336 MB·English

by  Ruifeng Xu, Jianzong Wang, Liang-Jie Zhang

Ruifeng Xu
Jianzong Wang
Liang-Jie Zhang (Eds.)
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Third International Conference
Held as Part of the Services Conference Federation, SCF 2019
San Diego, CA, USA, June 25–30, 2019, Proceedings
Lecture Notes in Computer Science 11518
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Ruifeng Xu Jianzong Wang
(cid:129) (cid:129)
Liang-Jie Zhang (Eds.)
–
Cognitive Computing
ICCC 2019
Third International Conference
Held as Part of the Services Conference Federation, SCF 2019
San Diego, CA, USA, June 25–30, 2019
Proceedings
123
Editors
RuifengXu JianzongWang
Harbin Institute of Technology Shenzhen PingAnTechnology (Shenzhen) Co.,Ltd.
Shenzhen,China Shenzhen,China
Liang-JieZhang
Kingdee International
Software Group Co.,Ltd.
Shenzhen,China
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin Computer Science
ISBN 978-3-030-23406-5 ISBN978-3-030-23407-2 (eBook)
https://doi.org/10.1007/978-3-030-23407-2
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Preface
The 2019 International Conference on Cognitive Computing (ICCC 2019) aimed to
coverallaspectsofSensingIntelligence(SI)asaService(SIaaS).Cognitivecomputing
is a sensing-driven computing (SDC) scheme that explores and integrates intelligence
from all types of senses in various scenarios and solution contexts. It is well beyond
traditional human beings’ senses, who have four major senses (sight, smell, hearing,
and taste) located in specific parts of the body, as well as a sense of touch located all
over a body.
ICCC2019waspartoftheServicesConferenceFederation(SCF).SCF2019hadthe
following ten collocated service-oriented sister conferences: 2019 International Con-
ference on Web Services (ICWS 2019), 2019 International Conference on Cloud
Computing (CLOUD 2019), 2019 International Conference on Services Computing
(SCC 2019), 2019 International Congress on Big Data (BigData 2019), 2019
InternationalConferenceonAI&MobileServices(AIMS2019),2019WorldCongress
on Services (SERVICES 2019), 2019 International Congress on Internet of Things
(ICIOT 2019), 2019 International Conference on Cognitive Computing (ICCC 2019),
2019 International Conference on Edge Computing (EDGE 2019), and 2019 Interna-
tional Conference on Blockchain (ICBC 2019). As the founding member of SCF, the
FirstInternational Conference onWebServices(ICWS)washeldinJune 2003inLas
Vegas, USA. The First International Conference on Web Services—Europe 2003
(ICWS-Europe2003)washeldinGermanyinOctober 2003.ICWS-Europe2003was
anextendedeventofthe2003InternationalConferenceonWebServices(ICWS2003)
in Europe. In 2004, ICWS-Europe was changed to the European Conference on Web
Services(ECOWS),whichwasheldinErfurt,Germany.Tocelebrateits16thbirthday,
SCF 2018was held successfully inSeattle,USA.
This volume presents the accepted papers for the ICCC 2019, held in San Diego,
USA,duringJune25–30,2019.ThemajortopicsofICCC2019includedbutwerenot
limited to: cognitive computing technologies and infrastructure, cognitive computing
applications, sensing intelligence, cognitive analysis, mobile services, cognitive
computing on smart home, cognitive computing on smart city.
We accepted 17 papers, including 14 full papers and three short papers. Each was
reviewed and selected by three independent members of the ICCC 2019 international
Program Committee. We are pleased to thank the authors, whose submissions and
participationmadethisconferencepossible.Wealsowanttoexpressourthankstothe
Program Committee members, for their dedication in helping to organize the
vi Preface
conference and in reviewing the submissions. We look forward to your great
contributions as a volunteer, author, and conference participant for the fast-growing
worldwide services innovations community.
May 2019 Ruifeng Xu
Jianzong Wang
Liang-Jie Zhang
Organization
Program Chairs
Ruifeng Xu Harbin Institute of Technology, Shenzhen, China
Jianzong Wang Ping An Group, Shenzhen, China
Services Conference Federation (SCF 2019)
SCF 2019 General Chairs
Calton Pu Georgia Tech, USA
Wu Chou Essenlix Corporation, USA
Ali Arsanjani 8x8 Cloud Communications, USA
SCF 2019 Program Chair
Liang-Jie Zhang KingdeeInternationalSoftwareGroupCo.,Ltd.,China
SCF 2019 Finance Chair
Min Luo Huawei, USA
SCF 2019 Industry Exhibit and International Affairs Chair
Zhixiong Chen Mercy College, USA
SCF 2019 Steering Committee
Calton Pu (Co-chair) Georgia Tech, USA
Liang-Jie Zhang (Co-chair) KingdeeInternationalSoftwareGroupCo.,Ltd.,China
SCF 2019 Operations Committee
Huan Chen KingdeeInternationalSoftwareGroupCo.,Ltd.,China
Jing Zeng KingdeeInternationalSoftwareGroupCo.,Ltd.,China
Yishuang Ning Tsinghua University, China
Sheng He Tsinghua University, China
Liping Deng KingdeeInternationalSoftwareGroupCo.,Ltd.,China
viii Organization
ICCC 2019 Program Committee
Luca Cagliero Politecnico di Torino, USA
Yen-Hao Hsieh Tamkang University, Taiwan
Eleanna Kafeza Athens University of Economics and Business, Greece
Nagarajan Kandasamy Drexel University, Pennsylvania, USA
Wenjia Li New York Institute of Technology, USA
Supratik Mukhopadhyay Louisiana State University, USA
Roberto Natella Federico II University of Naples and Critiware, Italy
Rui André Oliveira University of Lisbon, Portugal
Contents
Efficient Gene Assembly and Identification for Many Genome Samples. . . . . 1
Zhichun Zheng, Ning Guo, Konda Mani Saravanan, and Yanjie Wei
A Neural Framework for Joint Prediction on Intent Identification
and Slot Filling. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12
Jiawei Shan, Huayun Xu, Zeyang Gong, Hanchen Su, Xu Han,
and Binyang Li
Conditional Joint Model for Spoken Dialogue System. . . . . . . . . . . . . . . . . 26
Changliang Li, Yan Zhao, and Dong Yu
Small Traffic Sign Detection and Recognition in High-Resolution Images . . . 37
Lei You, Yu Ke, Hongpeng Wang, Wenhu You, Bo Wu,
and Xinghao Song
A Feature Extraction Algorithm for the Detection of “Five-Distances” in
Hazardous Chemical Storage and Stacking in Night Vision Environment. . . . 54
Xuejun Liu, Yuchen Wei, Jiandong Zhang, Bo Li, Jin Wang, Bo Dai,
and Cuiqing Li
Structural-Based Graph Publishing Under Differential Privacy . . . . . . . . . . . 67
Yiping Yin, Qing Liao, Yang Liu, and Ruifeng Xu
Face Detection Using Bionic Cascaded Framework. . . . . . . . . . . . . . . . . . . 79
Jin Li, Ziyue Chen, Shunxin Ouyang, Jingyu Xie, Yue Hu, and Hui Lv
A Neural Rumor Detection Framework by Incorporating Uncertainty
Attention on Social Media Texts. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 91
Yan Gao, Xu Han, and Binyang Li
Using GAN to Generate Sport News from Live Game Stats. . . . . . . . . . . . . 102
Changliang Li, Yixin Su, Ji Qi, and Min Xiao
Speech Emotion Recognition Using Multi-granularity Feature Fusion
Through Auditory Cognitive Mechanism . . . . . . . . . . . . . . . . . . . . . . . . . . 117
Cong Xu, Haifeng Li, Hongjian Bo, and Lin Ma
Learning Contextual Features with Multi-head Self-attention
for Fake News Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 132
Yangqian Wang, Hao Han, Ye Ding, Xuan Wang, and Qing Liao
Reduce the Warfighters’ Cognitive Burden. . . . . . . . . . . . . . . . . . . . . . . . . 143
Matthew Maher and Rob Orlando