Web, Artificial Intelligence and Network Applications: Proceedings of the Workshops of the 33rd International Conference on Advanced Information Networking and Applications (WAINA-2019)

Description

The aim of the book is to provide latest research findings, innovative research results, methods and development techniques from both theoretical and practical perspectives related to the emerging areas of Web Computing, Intelligent Systems and Internet Computing. As the Web has become a major source of information, techniques and methodologies that extract quality information are of paramount importance for many Web and Internet applications. Data mining and knowledge discovery play key roles in many of today’s prominent Web applications such as e-commerce and computer security. Moreover, the outcome of Web services delivers a new platform for enabling service-oriented systems. The emergence of large scale distributed computing paradigms, such as Cloud Computing and Mobile Computing Systems, has opened many opportunities for collaboration services, which are at the core of any Information System. Artificial Intelligence (AI) is an area of computer science that build intelligent systems and algorithms that work and react like humans. The AI techniques and computational intelligence are powerful tools for learning, adaptation, reasoning and planning. They have the potential to become enabling technologies for the future intelligent networks. Recent research in the field of intelligent systems, robotics, neuroscience, artificial intelligence and cognitive sciences are very important for the future development and innovation of Web and Internet applications. Front Matter ....Pages i-lxvii Front Matter ....Pages 1-1 Adaptive Waveform Design of Polarimetric Radar for Extended Targets in Signal-Dependent Clutter (Mengxin Yuan, Xu Cheng, Jing Zhang, Xiaodong Tan)....Pages 3-13 CRAWL: A Trace Routing Algorithm Based on Hybrid Two-Layer Topology (Li-ming Zheng, Wen-feng Long, Yu-Jia Liu, Wei-dong Sun)....Pages 14-24 Design and Implementation of IoT Based Class Attendance Monitoring System Using Computer Vision and Embedded Linux Platform (Hasan Salman, Md Nasir Uddin, Samuel Acheampong, He Xu)....Pages 25-34 An Indoor 3D Positioning Technology Based on NB-IoT (Donghui Xue, He Xu, Peng Li)....Pages 35-43 Consideration of Implementation Method for the Cloud Type Virtual Policy Based Network Management Scheme for the Specific Domain (Kazuya Odagiri, Shogo Shimizu, Naohiro Ishii, Makoto Takizawa)....Pages 44-56 A Model of Virtual Machines to Support Storage Processes (Naohiro Ogura, Dilawaer Duolikun, Tomoya Enokido, Makoto Takizawa)....Pages 57-66 Energy Efficient Scheduling of Smart Home (Sajjad Khan, Zahoor Ali Khan, Nadeem Javaid, Sahibzada Muhammad Shuja, Muhammad Abdullah, Annas Chand)....Pages 67-79 Minimizing Daily Cost and Maximizing User Comfort Using a New Metaheuristic Technique (Raza Abid Abbasi, Nadeem Javaid, Sajjad Khan, Shujat ur Rehman, Amanullah, Rana Muhammad Asif et al.)....Pages 80-92 Efficiency Analysis of TFHE Fully Homomorphic Encryption Software Library Based on GPU (Hai-bin Yang, Wu-jun Yao, Wen-chao Liu, Bin Wei)....Pages 93-102 NADEEM: A Novel Reliable Data Delivery Routing Protocol for Underwater WSNs (Nadeem Javaid)....Pages 103-115 An Architecture for Distributed Ledger-Based M2M Auditing for Electric Autonomous Vehicles (Dragos Strugar, Rasheed Hussain, Manuel Mazzara, Victor Rivera, Ilya Afanasyev, JooYoung Lee)....Pages 116-128 Is QUIC Quicker Than TCP? ( Saurabh, Satya Prakash, Pranav Kumar Singh, Sunit Kumar Nandi, Sukumar Nandi)....Pages 129-138 PRAN: A Provenance Based Model and Prototype to Strengthen Authentication (Rajidi Satish Chandra Reddy, Srinivas Reddy Gopu)....Pages 139-150 The Deepest Vertex First Reboot: Rebooting Network Edge Switches in a Campus Network (Motoyuki Ohmori, Satoshi Fujio, Masayuki Higashino)....Pages 151-160 Analyzing and Recognizing Pedestrian Motion Using 3D Sensor Network and Machine Learning (Ningping Sun, Toru Tsuruoka, Shunsuke Murakami, Takuma Sakamoto)....Pages 161-171 Novel Interestingness Measures for Mining Significant Association Rules from Imbalanced Data (Safa Abdellatif, Mohamed Ali Ben Hassine, Sadok Ben Yahia)....Pages 172-182 Extended Scheme Mediation Integration Model for Information Systems Project Proposal (William Chaves de Souza Carvalho, Pedro Frosi Rosa, Flávio de Oliveira Silva)....Pages 183-192 Front Matter ....Pages 193-193 An Analysis on Recent Mobile Application Trend in Bangladesh (Md Anik Hasan, Nazifa Tasneem, Sumaiya Binte Akther, Koushiq Das, Ashik Mostafa Alvi)....Pages 195-204 Performance Evaluation of Routing Protocols in DTNs Considering Different Mobility Models (Evjola Spaho, Klodian Dhoska, Kevin Bylykbashi, Leonard Barolli, Vladi Kolici, Makoto Takizawa)....Pages 205-214 A Distance-Based Advertisement-Delivery Method for Vehicular DTN (Shogo Nakasaki, Yu Yoshino, Makoto Ikeda, Leonard Barolli)....Pages 215-223 Numerical Simulation of Glide Slope Signal Interferences by Irregular Ground (Junichi Honda, Hirohisa Tajima, Hisashi Yokoyama)....Pages 224-233 Effect of Client Priority in the Performance of a Fuzzy-Based WLAN Triage System (Kosuke Ozera, Yi Liu, Leonard Barolli, Makoto Takizawa)....Pages 234-243 Energy Saving in HetNet Network Using eNB Parameters Tuning (Narjes Lassoued, Noureddine Boujnah, Ridha Bouallegue)....Pages 244-255 Robust Road Lane Detection for High Speed Driving of Autonomous Vehicles (Hyunhee Park)....Pages 256-265 Study of Beam Power Control of Ka-Band Multi-beam Broadcasting Satellite Using Meteorological Data (Takumi Iwamoto, Kiyotaka Fujisaki)....Pages 266-274 Numerical Analysis of Optical Duplexer Composed of Dispersive and Nonlinear Dielectric in Two-Dimensional Photonic Crystal Waveguide with Square Lattice (Keisuke Haari, Naoki Higashinaka, Xiang Zheng Meng, Hiroshi Maeda)....Pages 275-285 Cycle Interference Alignment for the Full Duplex Communication System Based on User Virtual Splitting Thought (Haiying Ren, Di Wu, Man Li, Tianyi Feng)....Pages 286-292 Front Matter ....Pages 293-293 Proposal of Web API Architecture for Smart Community: A Case Study of Japan (Kanae Matsui)....Pages 295-304 Evaluation Measures for Extended Association Rules Based on Distributed Representations (Tomonobu Ozaki)....Pages 305-313 Estimation of Emotion Type and Intensity in Japanese Tweets Using Multi-task Deep Learning (Kazuki Sato, Tomonobu Ozaki)....Pages 314-323 A Method for Extracting Influential People for the Improvement of Contents (Hayato Tsukiji, Kosuke Takano)....Pages 324-333 Sentiment Analysis of Arabic and English Tweets (Mohamed K. Elhadad, Kin Fun Li, Fayez Gebali)....Pages 334-348 Front Matter ....Pages 349-349 A Deep Q-Network with Experience Optimization (DQN-EO) for Atari’s Space Invaders (Yan Chen, Elis Kulla)....Pages 351-361 Design of a Deep Q-Network Based Simulation System for Actuation Decision in Ambient Intelligence (Tetsuya Oda, Chiaki Ueda, Ryo Ozaki, Kengo Katayama)....Pages 362-370 An Efficient Scheduling of User Appliances Using Multi Objective Optimization in Smart Grid (Hafiz Muhammad Faisal, Nadeem Javaid, Umar Qasim, Shujaat Habib, Zeshan Iqbal, Hasnain Mubarak)....Pages 371-384 Pro Utility Pro Consumer Comfort Demand Side Management in Smart Grid (Waleed Ahmad, Nadeem Javaid, Basit Karim, Syed Qasim Jan, Muhammad Ali, Raza Abid Abbasi et al.)....Pages 385-397 Efficient Scheduling of Smart Home Appliances for Energy Management by Cost and PAR Optimization Algorithm in Smart Grid (Sahibzada Muhammad Shuja, Nadeem Javaid, Sajjad Khan, Hina Akmal, Murtaza Hanif, Qazi Fazalullah et al.)....Pages 398-411 Multiple S-Box Correlation Energy Analysis Model Based on Particle Swarm Optimization (Wu-jun Yao, Hai-bin Yang, Lin Chen, Bin Wei)....Pages 412-421 Improving Peer Reliability Considering Jitter Parameter: A Fuzzy-Based System for JXTA-Overlay P2P System (Yi Liu, Makoto Ikeda, Keita Matsuo, Leonard Barolli, Makoto Takizawa)....Pages 422-432 ANN Based Intrusion Detection Model (Seunghyun Park, Hyunhee Park)....Pages 433-437 Front Matter ....Pages 439-439 Implementation of a Transnational Testbed and Web UI System with Layer3 SDX (Wun-Yuan Huang, Hui-Lan Lee, Ta-Yuan Chou, Te-Lung Liu, Fei Yeh, Jim Hao Chen et al.)....Pages 441-450 The Case Study of Software Build-in Design Based on Quality Factors and FMEA (Meng-Ling Hsieh, Wei-Tsen Lin, Suhan Yu, Yi-Chi Chen, Jung-Shan Lin, Lin-Hui Nung)....Pages 451-458 A Novel Sharing M-Coupons with Lightweight Computations via Cloud Computing (Iuon-Chang Lin, Hsiao-Chi Chiang)....Pages 459-470 A Smart Roadside Parking System Using Bluetooth Low Energy Beacons (Hui-Tzu Chen, Pei-Yu Lin, Chi-Yi Lin)....Pages 471-480 A Light Weight Stream Cypher Mechanism for Visible Light Communication (Shih-Hao Chang, Ted Huang, Mei-Lan Chen)....Pages 481-489 Front Matter ....Pages 491-491 Delay Tolerant Networks with Static Body Object Detections by Mobile Sensors for Disaster Information System (Noriki Uchida, Tomoyuki Ishida, Yoshitaka Shibata)....Pages 493-500 A Basic Study on Emergency Communication System for Disaster Using LPWA (Hiroaki Yuze, Shinichi Nabeta)....Pages 501-509 Platform System Based on LoRa Mesh Network Technology (Goshi Sato, Yoshitaka Shibata, Noriki Uchida)....Pages 510-515 Construction of a Disaster Response Automatic Extraction Support System (Tatsuya Ohyanagi, Tomoyuki Ishida, Noriki Uchida, Yoshitaka Shibata)....Pages 516-523 Network Performance Evaluation to Realize N-Wavelength V2X Cognitive Wireless Communication System (Akira Sakuraba, Takanori Ito, Yoshitaka Shibata)....Pages 524-536 A IoT Based Disaster Information Platform for Challenged Network Environment in Snow Countries (Yoshitaka Shibata, Yoshikazu Arai, Yoshia Saito, Jun Hakura)....Pages 537-544 Study on Balloon Network Using LoRa Mesh Communication System (Goshi Sato, Yoshitaka Shibata, Noriki Uchida)....Pages 545-549 Performance Evaluations on Adaptive Array Antenna of Vehicular Delay Tolerant Networking for Winter Road Surveillance Systems (Noriki Uchida, Goshi Sato, Yoshitaka Shibata)....Pages 550-557 Front Matter ....Pages 559-559 Design of Modern Logistics Management System Based on RFID and NB-IoT (Jiayi Pang, Leixian Shen, Qingyun Zhang, He Xu, Peng Li)....Pages 561-569 Evaluation of TBC and OBC Precedent Relations Among Messages in P2P Type of Topic-Based Publish/Subscribe System (Takumi Saito, Shigenari Nakamura, Dilawaer Duolikun, Tomoya Enokido, Makoto Takizawa)....Pages 570-581 Data Analytics for Electricity Load and Price Forecasting in the Smart Grid (Syeda Aimal, Nadeem Javaid, Amjad Rehman, Nasir Ayub, Tanzeela Sultana, Aroosa Tahir)....Pages 582-591 An Efficient CNN and KNN Data Analytics for Electricity Load Forecasting in the Smart Grid (Syeda Aimal, Nadeem Javaid, Tahir Islam, Wazir Zada Khan, Mohammed Y. Aalsalem, Hassan Sajjad)....Pages 592-603 A New System for Management of IoT Sensors Considering Agile-Kanban (Keita Matsuo, Takeru Kurita, Leonard Barolli)....Pages 604-611 A Two-Way Flow Model for Fog Computing (Yinzhe Guo, Ryuji Oma, Shigenari Nakamura, Dilawaer Duolikun, Tomoya Enokido, Makoto Takizawa)....Pages 612-620 Front Matter ....Pages 621-621 Stochastic Methods to Find Maximum Likelihood for Spam E-mail Classification (Seyed M.-H. Mansourbeigi)....Pages 623-632 Design and Research of Trusted Acquisition Terminals Based on Domestic Password (Yun Feng, Xiaobing Liang, Feng Zhai, Meng Xu)....Pages 633-640 Trust-Based Security Mechanism for Detecting Clusters of Fake Users in Social Networks (Davinder Kaur, Suleyman Uslu, Arjan Durresi)....Pages 641-650 Machine Learning Based Approach to Detect Wormhole Attack in VANETs (Pranav Kumar Singh, Rahul Raj Gupta, Sunit Kumar Nandi, Sukumar Nandi)....Pages 651-661 Secure Peer-to-Peer Communication Based on Blockchain (Kahina Khacef, Guy Pujolle)....Pages 662-672 Developing the Analysis Tool of Cyber-Attacks by Using CTI and Attributes of Organization (Yusuke Kambara, Yoshinori Katayama, Takanori Oikawa, Kazuyoshi Furukawa, Satoru Torii, Tetsuya Izu)....Pages 673-682 Proposal of Ad-Hoc Secure Device Pairing Method Using Similarity Between Marker Movement and Acceleration (Makoto Nagatomo, Kentaro Aburada, Hisaaki Yamaba, Naonobu Okazaki, Mirang Park)....Pages 683-692 Introduction of Fingerspelling for Realizing a User Authentication Method Using s-EMG (Hisaaki Yamaba, Shimpei Inotani, Shotaro Usuzaki, Kayoko Takatsuka, Kentaro Aburada, Tetsuro Katayama et al.)....Pages 693-701 App-Collusion Detection Using a Two-Stage Classifier (Md. Faiz Iqbal Faiz, Md. Anwar Hussain, Ningrinla Marchang)....Pages 702-710 Front Matter ....Pages 711-711 Comparison of Machine Learning Techniques for Prediction Problems (Yoney Kirsal Ever, Kamil Dimililer, Boran Sekeroglu)....Pages 713-723 Tailoring Micro-solar Systems to Heterogeneous Wireless Sensor Networks (Stefano Calabrò, Roberto Gagliardi, Fausto Marcantoni, Matteo Micheletti, Alessandro Pacini, Andrea Piermarteri)....Pages 724-733 Distributing Energy Consumption in Multi-interface Series-Parallel Networks (Alessandro Aloisio, Alfredo Navarra, Leonardo Mostarda)....Pages 734-744 Energy Efficient Light Routing in Utility Network (Rosario Culmone, Fabio Pagnotta)....Pages 745-754 Front Matter ....Pages 755-755 Performance of the 25 Gbps/100 Gbps Fullmesh RoCE Network Using Mellanox ConnetX-4 Lx Adapter and Ruijie S6500 Ethernet Switch (Hui Li, Xiaolong Chen, Tao Song, Haiyin Chen, Hao Chen)....Pages 757-767 The Warning System for Speed Cameras on the Road by Deep Learning (Chien-Chung Wu, Yu-Xuan Lin, Deng-Xiang Hu, Chien-Chuan Ko, Ji-Han Jiang)....Pages 768-775 Using Feature Selection to Improve Performance of Three-Tier Intrusion Detection System (Yi-Jen Su, Pei-Yu Huang, Wu-Chih Hu, Hsuan-Yu Lin, Chen-Yu Kao, Shan-Hsiung Hsieh et al.)....Pages 776-785 A CNN-Based Method for Infant Cry Detection and Recognition (Chuan-Yu Chang, Lung-Yu Tsai)....Pages 786-792 The Sensor Calibration and Growth Parameters Monitoring for Phalaenopsis Cultivation (Ding-Horng Chen, Rong-Show Shen, Tsai-Rong Chang, Pei-Shan Lin, Tzu-Ying Wang)....Pages 793-802 Front Matter ....Pages 803-803 Automatic Text Preprocessing for Intelligent Dialog Agents (Alessandro Maisto, Serena Pelosi, Massimiliano Polito, Michele Stingo)....Pages 805-814 Exploiting Figures of Speech in Cultural Heritage Reasoning (Flora Amato, Walter Balzano, Giovanni Cozzolino, Francesco Moscato)....Pages 815-821 Textual Processing in Social Network Analysis (Flora Amato, Walter Balzano, Giovanni Cozzolino, Alessandro de Luca, Francesco Moscato)....Pages 822-832 ACOp: An Algorithm Based on Ant Colony Optimization for Parking Slot Detection (Walter Balzano, Silvia Stranieri)....Pages 833-840 A Self-organization Technique in Wireless Sensor Networks to Address Node Crashes Problem and Guarantee Network Connectivity (Walter Balzano, Silvia Stranieri)....Pages 841-850 Data Dissemination in Vehicular Ad Hoc Network: A Model to Improve Network Congestion (Walter Balzano, Silvia Stranieri)....Pages 851-859 ManDri: A New Proposal of Manus VR Facility Integration in Everyday Car Driving (Walter Balzano, Maurizio Minieri, Silvia Stranieri)....Pages 860-869 A Smart Compact Traffic Network Vision Based on Wave Representation (Walter Balzano, Aniello Murano, Loredana Sorrentino, Silvia Stranieri)....Pages 870-879 Big Data Analytics for Traceability in Food Supply Chain (Alessandra Amato, Giovanni Cozzolino, Vincenzo Moscato)....Pages 880-884 Front Matter ....Pages 885-885 Social Credibility Incorporating Semantic Analysis and Machine Learning: A Survey of the State-of-the-Art and Future Research Directions (Bilal Abu-Salih, Bushra Bremie, Pornpit Wongthongtham, Kevin Duan, Tomayess Issa, Kit Yan Chan et al.)....Pages 887-896 Source Codes Classification Using a Modified Instruction Count Pass (Omar Darwish, Majdi Maabreh, Ola Karajeh, Belal Alsinglawi)....Pages 897-906 Predictive Analytics and Deep Learning Techniques in Electronic Medical Records: Recent Advancements and Future Direction (Belal Alsinglawi, Omar Mubin)....Pages 907-914 Big Data Analytics for Electricity Price Forecast (Ashkan Yousefi, Omid Ameri Sianaki, Tony Jan)....Pages 915-922 Queue Formation Augmented with Particle Swarm Optimisation to Improve Waiting Time in Airport Security Screening (Mohamad Naji, Ahmed Al-Ani, Ali Braytee, Ali Anaissi, Paul Kennedy)....Pages 923-935 Polar Topographic Derivatives for 3D Face Recognition: Application to Internet of Things Security (Farshid Hajati, Ali Cheraghian, Omid Ameri Sianaki, Behnam Zeinali, Soheila Gheisari)....Pages 936-945 A Survey on Conversational Agents/Chatbots Classification and Design Techniques (Shafquat Hussain, Omid Ameri Sianaki, Nedal Ababneh)....Pages 946-956 Dimensionality Reduction for Network Anomalies Detection: A Deep Learning Approach (Ahmed Dawoud, Seyed Shahristani, Chun Raun)....Pages 957-965 Blockchain: A Research Framework for Data Security and Privacy (Farhad Daneshgar, Omid Ameri Sianaki, Prabhat Guruwacharya)....Pages 966-974 Environmental Monitoring Intelligent System Using Wireless Nanosensor Networks (Nedal Ababneh, Omid Ameri Sianaki, Shafquat Hussain)....Pages 975-982 Front Matter ....Pages 983-983 Situation Detection on the Edge (Nikos Papageorgiou, Dimitris Apostolou, Yiannis Verginadis, Andreas Tsagkaropoulos, Gregoris Mentzas)....Pages 985-995 A Context-Aware Service for Authorizing Multi-cloud Deployments (Yiannis Verginadis, Ioannis Patiniotakis, Gregoris Mentzas)....Pages 996-1006 A Real-Time Video Streaming System over IPv6+MPTCP Technology (Yu Luo, Xing Zhou, Thomas Dreibholz, Hanbao Kuang)....Pages 1007-1019 Towards Realistic Simulations of Arbitrary Cross-Cloud Workloads (Nicolay Mohebi, Feroz Zahid)....Pages 1020-1029 Data Center Clustering for Geographically Distributed Cloud Deployments (Dipesh Pradhan, Feroz Zahid)....Pages 1030-1040 Cost Benefits of Multi-cloud Deployment of Dynamic Computational Intelligence Applications (Geir Horn, Paweł Skrzypek, Katarzyna Materka, Tomasz Przeździȩk)....Pages 1041-1054 An Overview of Multi-cloud Computing (Jiangshui Hong, Thomas Dreibholz, Joseph Adam Schenkel, Jiaxi Alessia Hu)....Pages 1055-1068 Front Matter ....Pages 1069-1069 Multi-objective Optimal Power Flow Using Improved Multi-objective Multi-verse Algorithm (Muhammad Abdullah, Nadeem Javaid, Annas Chand, Zain Ahmad Khan, Muhammad Waqas, Zeeshan Abbas)....Pages 1071-1083 Enhanced Robustness Strategy for IoT in Smart Cities Based on Data Driven Approach (Talha Naeem Qureshi, Nadeem Javaid, Suhail Ashfaq Butt, Wahab Khan, Sabir Ali Changazi, Muhammad Mudassar Iqbal)....Pages 1084-1096 Game-Theoretical Energy Management for Residential User and Micro Grid for Optimum Sizing of Photo Voltaic Battery Systems and Energy Prices (Aqdas Naz, Nadeem Javaid, Abdul Basit Majeed Khan, Muhammad Mudassar Iqbal, Muhammad Aqeel ur Rehman Hashmi, Raheel Ahmad Abbasi)....Pages 1097-1106 Electricity Load Forecasting for Each Day of Week Using Deep CNN (Sajjad Khan, Nadeem Javaid, Annas Chand, Abdul Basit Majeed Khan, Fahad Rashid, Imran Uddin Afridi)....Pages 1107-1119 Short Term Load Forecasting Using XGBoost (Raza Abid Abbasi, Nadeem Javaid, Muhammad Nauman Javid Ghuman, Zahoor Ali Khan, Shujat Ur Rehman, Amanullah)....Pages 1120-1131 Electricity Price Forecasting in Smart Grid: A Novel E-CNN Model (Waleed Ahmad, Nadeem Javaid, Annas Chand, Syed Yousaf Raza Shah, Umar Yasin, Mudassar Khan et al.)....Pages 1132-1144 Electricity Price Prediction by Enhanced Combination of Autoregression Moving Average and Kernal Extreme Learing Machine (Sahibzada Muhammad Shuja, Nadeem Javaid, Sajjad Khan, Umair Sarfraz, Syed Hamza Ali, Muhammad Taha et al.)....Pages 1145-1156 Prediction of Building Energy Consumption Using Enhance Convolutional Neural Network (Hafiz Muhammad Faisal, Nadeem Javaid, Bakhtawar Sarfraz, Abdul Baqi, Muhammad Bilal, Inzamam Haider et al.)....Pages 1157-1168 Back Matter ....Pages 1169-1172