Applied Computing and Information Technology

183 Pages·2020·8.286 MB·English

by  Roger Lee

Studies in Computational Intelligence 847
Roger Lee Editor
Applied
Computing and
Information
Technology
Studies in Computational Intelligence
Volume 847
Series Editor
Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland
The series “Studies in Computational Intelligence” (SCI) publishes new develop-
mentsandadvancesinthevariousareasofcomputationalintelligence—quicklyand
with a high quality. The intent is to cover the theory, applications, and design
methods of computational intelligence, as embedded in the fields of engineering,
computer science, physics and life sciences, as well as the methodologies behind
them. The series contains monographs, lecture notes and edited volumes in
computational intelligence spanning the areas of neural networks, connectionist
systems, genetic algorithms, evolutionary computation, artificial intelligence,
cellular automata, self-organizing systems, soft computing, fuzzy systems, and
hybrid intelligent systems. Of particular value to both the contributors and the
readership are the short publication timeframe and the world-wide distribution,
which enable both wide and rapid dissemination of research output.
The books of this series are submitted to indexing to Web of Science,
EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink.
More information about this series at http://www.springer.com/series/7092
Roger Lee
Editor
Applied Computing
and Information Technology
123
Editor
RogerLee
Software Engineering andInformation
Technology Institute
Central Michigan University
Mount Pleasant,MI, USA
ISSN 1860-949X ISSN 1860-9503 (electronic)
Studies in Computational Intelligence
ISBN978-3-030-25216-8 ISBN978-3-030-25217-5 (eBook)
https://doi.org/10.1007/978-3-030-25217-5
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Foreword
The purpose of the 7th International Conference on Applied Computing and
Information Technology (ACIT 2019) held on May 29–31 in Honolulu, Hawaii,
was to together researchers, scientists, engineers, industry practitioners, and stu-
dents to discuss, encourage, and exchange new ideas, research results, and expe-
riences on all aspects of Applied Computing and Information Technology, and to
discuss the practical challenges encountered along the way and the solutions
adoptedtosolve them. Theconferenceorganizers haveselectedthebest 12papers
from those papers accepted for presentation at the conference in order to publish
theminthisvolume.Thepaperswerechosenbasedonreviewscoressubmittedby
members of the program committee and underwent further rigorous rounds of
review.
In chapter “An Algorithm Integrating and Updating Rights Management
Information on Public Domain Images,” Youngmo Kim, Il-Hwan Kim, Deok-Gi
Hong, and Seok-Yoon Kim proposed an algorithm that extracts and analyzes the
informationneededtoupdatethelatestRightsManagementInformation(RMI)and
correct the wrong or duplicate RMI information in various public domain sites.
In chapter “Improvement of Data Sparsity and Scalability Problems in
Collaborative Filtering Based Recommendation Systems,” Ji-Won Choi,
Sang-Kweon Yun, and Jong-Bae Kim proposed a collaborative filtering technique
that improves the limits of the collaborative filtering recommendation technique’s
data sparsity and scalability through two-stage clustering.
In chapter “A Study on the Methods for Establishing Security Information &
Event Management,” Geyong-Sik Jeon, Sam-Hyun Chun, and Jong-Bae Kim
presented a security log analysis system utilizing security information and event
management(SIEM)systemtocopewithanadvancedattackthattheexistingESM
canhardlydetect.SIEMwillanalyzeanassociationbetweendataandsecurityevent
occurringinmajorITinfrastructurefacilitynetwork,system,appliedservices,anda
great deal of information security systems, and then to present the methods for
identifying, in advance, potential security threat.
v
vi Foreword
In chapter “Multi-TSV (Through Silicon Via) Error Detection Using the Non-
contact Probing Method,” Sang-Min Han, Youngkyu Kim, and Jin-Ho Ahn pro-
posed a simple and fast through-silicon via (TSV) fabrication error detection
methodfor3-DICapplications.Fromthepost-processingofthemeasureddata,the
capabilityoferrordetectionisverifiedforerrorcognition,thesize,andthenumber
of errors.
In chapter “Real-Time Ultra-Wide Viewing Player for Spatial and Temporal
RandomAccess,”GicheolKimandHaechulChoiintroducedaspatialandtemporal
random-access method that uses NVIDIA’s NvCodec library. Furthermore, they
proposed a transrating method to lower the bit rate of the region of non-interest.
Using the proposed methods, customized service can be implemented.
In chapter “A Study on the Faith Score of Telephone Voices Using Machine
Learning,”HyungwooParkpresentedastudytoevaluatewhetheratelephonevoice
is human or a machine. In this study, they proposed a judge to judge whether a
voice is real by using a support vector machine. They proposed a personal tele-
phone truth discriminator.
Inchapter“AComparativeStudyofUsingBag-of-WordsandWord-Embedding
Attributes in the Spoiler Classification of English and Thai Text,” Rangsipan
Marukatat compared the effectiveness of using traditional bag-of-words and
word-embeddingattributes toclassifymoviecommentsintospoilerornon-spoiler.
Both approaches were applied to comments in English, an inflectional language,
and in Thai, a non-inflectional language.
Inchapter“FallDetectionofElderlyPersonsbyActionRecognitionUsingData
Augmentation and State Transition Diagram,” Ayaka Takebayashi, Yuji Iwahori,
Shinji Fukui, James J. Little, Lin Meng, Aili Wang, and Boonserm Kijsirikul
proposed a method to acquire posture information of a person from a camera
watchingoverelderlypeopleandtorecognizethebehaviorofthepersonusinglong
short-term memory. The proposed method detects falls of elderly people auto-
matically using the result of action recognition.
In chapter “Elliptic Curve Cryptography and LSB Steganography for Securing
Identity Data,” Christofer Derian Budianto, Arya Wicaksana, and Seng Hansun
proposed a method of using elliptic curve cryptography (ECC) to secure the
Indonesia identity card data. Least significant bit steganography is used after the
ECC to embed the information (ciphertext) into the person picture. Thus, the only
stored information in the application is a collection of photos.
In chapter “Labeling Algorithm and Fully Connected Neural Network for
Automated Number Plate Recognition System,” Kevin Alexander, Arya
Wicaksana, and Ni Made Satvika Iswari proposed a method for using a labeling
algorithm and a fully connected neural network that are used to create an ANPR
system for vehicle parking management in Universitas Multimedia Nusantara,
Indonesia.ThesystemwasbuiltusingJavaandtheAndroidSDKfortheclientand
PHP for the server.
In chapter “Implementation of Creation and Distribution Processes of DACS
Rules for the Cloud Type Virtual Policy Based Network Management Scheme for
theSpecificDomain,”KazuyaOdagiri,ShogoShimizu,andNaohiroIshiiproposed
Foreword vii
amethodtosolvetheproblemofanonymityofthenetworkcommunicationsuchas
personal information leaks and crimes using the Internet system. To solve this
problem,theyappliedaDestinationAddressingControlSystem(DACS)schemeto
Internet system management.
In chapter “Transforming YAWL Workflows into Petri Nets,” Wanwisa
Paakbua and Wiwat Vatanawood proposed an alternative to transform a YAWL
workflow into a corresponding Petri nets model. A set of mapping rules would be
proposed to cope with the non-well-formed model of YAWL. The resulting Petri
nets model of the YAWL workflows is correct and ready for model checking.
It is our sincere hope that this volume will provide stimulation and inspiration
and that it will be used as a foundation for works to come.
May 2019 Takaaki Goto
Toyo University
Kawagoe, Japan
Contents
An Algorithm Integrating and Updating Rights Management
Information on Public Domain Images. . . . . . . . . . . . . . . . . . . . . . . . . . 1
Youngmo Kim, Il-Hwan Kim, Deok-Gi Hong and Seok-Yoon Kim
Improvement of Data Sparsity and Scalability Problems
in Collaborative Filtering Based Recommendation Systems . . . . . . . . . . 17
Ji-Won Choi, Sang-Kweon Yun and Jong-Bae Kim
A Study on the Methods for Establishing Security
Information & Event Management . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33
Geyong-Sik Jeon, Sam-Hyun Chun and Jong-Bae Kim
Multi-TSV (Through Silicon Via) Error Detection
Using the Non-contact Probing Method . . . . . . . . . . . . . . . . . . . . . . . . . 47
Sang-Min Han, Youngkyu Kim and Jin-Ho Ahn
Real-Time Ultra-Wide Viewing Player for Spatial and Temporal
Random Access . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 57
Gicheol Kim and Haechul Choi
A Study on the Faith Score of Telephone Voices Using Machine
Learning. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 71
Hyungwoo Park
A Comparative Study of Using Bag-of-Words and Word-Embedding
Attributes in the Spoiler Classification of English and Thai Text. . . . . . 81
Rangsipan Marukatat
Fall Detection of Elderly Persons by Action Recognition Using Data
Augmentation and State Transition Diagram. . . . . . . . . . . . . . . . . . . . . 95
AyakaTakebayashi,YujiIwahori,ShinjiFukui,JamesJ.Little,LinMeng,
Aili Wang and Boonserm Kijsirikul
ix
x Contents
Elliptic Curve Cryptography and LSB Steganography for Securing
Identity Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 111
Christofer Derian Budianto, Arya Wicaksana and Seng Hansun
Labeling Algorithm and Fully Connected Neural Network
for Automated Number Plate Recognition System . . . . . . . . . . . . . . . . . 129
Kevin Alexander, Arya Wicaksana and Ni Made Satvika Iswari
Implementation of Creation and Distribution Processes
of DACS Rules for the Cloud Type Virtual Policy Based Network
Management Scheme for the Specific Domain . . . . . . . . . . . . . . . . . . . . 147
Kazuya Odagiri, Shogo Shimizu and Naohiro Ishii
Transforming YAWL Workflows into Petri Nets. . . . . . . . . . . . . . . . . . 165
Wanwisa Paakbua and Wiwat Vatanawood
Author Index.. .... .... .... ..... .... .... .... .... .... ..... .... 179