2015 IEEE International Conference on Semantic Computing (ICSC 2015)
Anaheim, California, USA 7-9 February 2015
IEEE Catalog Number: ISBN:
CFP15SEA-POD 978-1-4799-7936-3
Proceedings of the Ninth IEEE International Conference on Semantic Computing (ICSC 2015) TABLE OF CONTENTS General Co-chairs' Foreword ................................................................................................................... xi Message from the Program Chairs ........................................................................................................xii Conference Organizing Committee ..................................................................................................... xiii Technical Program Committee .............................................................................................................. xv Keynotes I ...........................................................................................................................................xvii Keynotes II ........................................................................................................................................... xix Keynotes III ........................................................................................................................................... xx Message from TWSCB 2015 ............................................................................................................... xxi SMM 2015 Program Committee .........................................................................................................xxii Message from SMM 2015 ................................................................................................................. xxiii Sponsors ............................................................................................................................................. xxiv Technical Papers ................................................................................................................................. xxv
Session 11:ICSC (1): Semantics Mining, Learning, and Applications Reducing Search Space for Web Service Ranking using Semantic Logs and Semantic FP-Tree based Association Rule Mining ................................................................................................................... 1 Omair Shafiq, Reda Alhajj and Jon G. Rokne University of Calgary, Canada Advisory Services for User Composition Tools........................................................................................ 9 Kevin K. Nam, R.Taylor Locke, Sarah Yenson, Kimberlee Chang and Lars H. Fiedler MIT Lincoln Laboratory, USA An Ontology Design Pattern to Represent Universal Relationships....................................................... 17 Fabr’cio Henrique Rodrigues, Cec’lia Dias Flores and Liane Nanci Rotta Universidade Federal de Cincias da Saœde de Porto Alegre (UFCSPA), Brazil A Syntactic Approach for Aspect Based Opinion Mining ...................................................................... 24 Chinsha T C and Shibily Joseph Govt. Engineering College, Thrissur Session 12:ICSC (2): Semantic Multimedia Cascade Object Detection with Complementary Features and Algorithms ............................................ 32 i
De Cheng, Jinjun Wang, Xing Wei, Nan Liu, Shizhou Zhang, Yihong Gong,Nanning Zheng Xi’an Jiaotong university, China Linked Crowdsourced Data - Enabling Location Analytics in the Linking Open Data Cloud ............... 40 Abdulbaki Uzun Technische Universit¬at Berlin, Germany Generating Formal Hardware Verification Properties from Natural Language Documentation ............ 49 Christopher Harris and Ian G. Harris University of California, Irvine, USA SemRank: Semantic Rank Learning for Multimedia Retrieval .............................................................. 57 David Etter and Carlotta Domeniconi George Mason University, USA Session 13:ICSC (3): Semantics Mining, Learning, and Applications SEMCON: Semantic and Contextual Objective Metric ......................................................................... 65 Zenun Kastrati, Ali Shariq Imran and Sule Yildirim Yayilgan Gjøvik University College An Ontological and Hierarchical Approach for Supply Chain Event Aggregation ................................ 69 Xing Tan (1) and Giri Kumar Tayi (2) (1) York University (2) University at Albany/SUNY Filtering Technique for High Speed Database Sequence Comparison ................................................... 73 Talal Bonny and Bassel Soudan University of Sharjah Towards Multi-lingual Adaptability of Subjective Logic Based Document Summarization: A Case Study with Chinese Documents ....................................................................................................... 77 Sukanya Manna (1), Xing Hu (2) and Robert Correa (1) (1) California State Polytechnic University (2) Cal Poly Pomona Semantic Classification of Spacecraft's Status: Integrating System Intelligence and Human Knowledge .......................................................................................................................................................... 81 Mayu Sakurada (1), Takehisa Yairi (1), Yuta Nakajima (2), Naoki Nishimura (2) and Devi Parikh (3) (1) The University of Tokyo (2) Japan Aerospace Exploration Agency (3) Virginia Tech Session 21:ICSC (4): Semantics Integration and Analysis Intelligent Malware Detection Based on File Relation Graphs .............................................................. 85 Lingwei Chen (1), Tao Li (2), Melih Abdulhayoglu (3) and Yanfang Ye (1) (1) West Virginia University USA (2) Florida International University USA (3) Comodo Security Solutons, Inc USA Semantic Search Using a Similarity Graph............................................................................................. 93 Lubomir Stanchev Indiana University, Purdue University Fort Wayne, USA ii
Q-ASSF: Query-Adaptive Semantic Stream Filtering ........................................................................ 101 Jinho Shin (1, 2), Sungkwang Eom (1) and Kyong-Ho Lee (1) (1) Yonsei University, Republic of Korea (2) Mobile Communication Division, Samsung Electronics, Republic of Korea A system for analysis and comparison of social network profiles ........................................................ 109 Diego Terrana , Agnese Augello and Giovanni Pilato CNR - Consiglio Nazionale delle Ricerche, Italy Session 22:ICSC (5): Semantic Multimedia A Distributed SVM Method based on the Iterative MapReduce .......................................................... 116 Xijiang Ke, Hai Jin, Xia Xie and Jie Cao Huazhong University of Science and Technology A new Competitive Intelligence-based strategy for Web Page Search ................................................. 120 Iman Rasekh University of the Phillippines "CANthings"(Context Aware Network for the Design of Connected Things) Service Modeling Based on Timed CPN................................................................................................................................ 127 Maryam Davoudpour, Alireza Sadeghian and Hossein Rahnama Ryerson University Session 23:Industry Session Classification of text to subject using LDA .......................................................................................... 131 Douglas A. Smith and Charles McManis Blekko Inc. Evolving the User Graph: From Unsupervised Topic Models to Knowledge Assisted Networks ....... 136 Sailesh Sathish, Anish Patankar, Nirmesh Neema, Swetha Jagadeesha and Nimesh Priyodit Samsung R&D Institute, India Workload Pattern Analysis .................................................................................................................... 142 Mehul Nalin Vora TATA Consultancy Services (TCS) Ltd., India Session 4:Poster WORD SENSE DISAMBIGUATION USING WSD SPECIFIC WORDNET OF POLYSEMY WORDS ......................................................................................................................................... 148 Udaya R. Dhungana (1), Subarna Shakya (1), Kabita Baral (2) and Bharat Sharma (1) (1) PulChowk Campus, Tribhuvan University (2) GBS Chinese Enterprise Knowledge Graph Construction based on Linked Data ........................................ 153 Qingliang Miao, Bo Zhang and Yao Meng Fujitsu R&D Center Co. MyScale:Making Personal Paraphrases and Replacement of Scales .................................................... 155 Hajime Mochizuki Tokyo University of Foreign Studies iii
Weighted Finite Automata based on Local Patterns for Image Authentication .................................... 157 U.S.N Raju, Shibin George, Sandeep Irlanki and Sai Kiran Kothuri National Institute of Technology Warangal Topic Oriented Semantic Parsing .......................................................................................................... 159 Lokesh Lokesh Kumar Sharma and Namita Mittal Malaviya National Institute of Technology Jaipur, India Pedagogical Potentials of IEEE 802.11 WLAN to Higher Educational Institutions:A Case Study of Nigerian based University.............................................................................................................. 165 Inuwa Musa Hassan (1), Habib Ullah Khan (2), Ghassan H. Mardini (2) and Rami Zeitun (2) (1) University of Liverpool (2) Qatar University SemTree Ontology for Enriching Arabic Text with Lexical Semantic Annotations ............................. 167 Maha Al-Yahya, Mona Al-Shaman, Nehal Al-Otaibi, Wafa Al-Sultan, Asma Al-Zahrani and Mashael Al-Dalbahie King Saud University Performance analysis of Ensemble Methods on Twitter Sentiment Analysis using NLP techniques ... 169 Monisha Kanakaraj and Ram Mohana Reddy Guddeti National Institute of Technology Surathkal A Semantic Hot Replication of Self organization Software platform Router ....................................... 171 Cheol-Hong Kim, Eung-Jong Lee and Im Y. Jung Kyungpook National University Session 53:ICSC (6): Semantic-based Analysis for Web Applications Snap n’ Shop: Visual Search-Based Mobile Shopping Made a Breeze by Machine and Crowd Intelligence ..................................................................................................................................... 173 Quanzeng You, Jianbo Yuan, Jiaqi Wang, Philip Guo and Jiebo Luo University of Rochester, USA Schema Adaptive Modeling and Incremental Matching for Web Interface .......................................... 181 Heng Chen, Hai Jin, Feng Zhao and Lei Zhu Huazhong University of Science and Technology, China Cluster-Oriented Ensemble Classifiers for Intelligent Malware Detection .......................................... 189 Shifu Hou (1), Lifei Chen (2), Egemen Tas, Igor Demihovskiy (3) and Yanfang Ye (1) (1) West Virginia University, USA (2) Fujian Normal University, China (3) Comodo Security Solutons, Inc, USA Generic Process for Extracting User Profiles from Social Media using Hierarchical Knowledge Bases ........................................................................................................................................................ 197 Große-Bölting (1), Chifumi Nishioka (2) and Ansgar Scherp (1) (1) Kiel University (2) Leibniz Information Centre for Economics Session 61:ICSC (7): Semantics Mining, Learning, and Applications Integrated Execution Framework for Catastrophe Modeling ............................................................... 201 Yimin Yang, Daniel Lopez, Haiman Tian, Samira Pouyanfar, Fausto C. Fleites, Shu-Ching Chen iv
and Shahid Hamid Florida International University, USA Estimation of Character Diagram from Open-Movie Databases for Cultural Understanding .............. 208 Yuta Ohwatari, Takahiro Kawamura, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga University of Electro-Communications, Japan Aligning Automatically Generated Questions to Instructor Goals and Learner Behaviour ................. 216 Lydia Odilinye, Fred Popowich, Evan Zhang ,John Nesbit and PhilipH. Winne Simon Fraser University, Canada A CFL-Ontology Model for Carbon Footprint Reasoning.................................................................... 224 Wei Zhu (1), Guang Zhou(1), I-Ling Yen (1) and San-Yih Hwang (2) (1) University of Texas at Dallas, USA (2) National Sun Yat-sen University Session 62:ICSC (8): Semantics Integration and Analysis CSP-based Adaptation of Multimedia Documents Composition.......................................................... 232 Azze-Eddine Maredj and Nourredine Tonkin Research Center on Scientific and Technical Information Brill Tagging on the Micron Automata Processor................................................................................. 236 Keira Zhou, Jeffrey J. Fox, Ke Wang, Donald E. Brown and Kevin Skadron University of Virginia A word prediction methodology for automatic sentence completion ................................................... 240 Carmelo Spiccia (1), Agnese Augello (2), Giovanni Pilato (2) and Giorgio Vassallo (2) (1) ICAR-CNR (2) Universita degli studi di palermo Semantic Data Mining: A Survey of Ontology-based Approaches ....................................................... 244 Dejing Dou, Hao Wang and Haishan Liu University of Oregon, USA Session 63:ICSC (9): Semantic-based Analysis for Web Applications Towards Building a Word Similarity Dictionary for Personality Bias Classification of Phishing Email Contents ......................................................................................................................................... 252 Ke Ding, Nicholas Pantic, You Lu, Sukanya Manna, and Mohammad I Husain California State Polytechnic University, USA A Study to Assess and Enhance Educational Specific Search on Web for School Children ................ 260 Sanket Gaurav (1), Aruna Adil (2), Jitendranath Gupta Yenduri (3), Sudhakar Yadav (4) and Bhanuchander Kasturi (5) (1) Sikkim manipal institute of Technology (2) IIT Bombay (3) Amrita University (4) NIT Raipur (5) VNIT Hyderabad Towards Knowledge Level Privacy and Security Using RDF/RDFS and RBAC ................................ 264 Rishi Kanth Saripalle (1), Alberto De La Rosa AlgarÃn (2) and Timoteus Ziminski (2) (1) NetVision Resources v
(2)
Uconn
Link Scientific Publications using Linked Data ................................................................................... 268 Qingliang Miao, Yao Meng, Lu Fang, Fumihito Nishino and Nobuyuki Igata Fujitsu R&D Center Co. Semantic Description, Discovery and Integration for the Internet of Things ....................................... 272 Sejin Chun, Seungmin Seo, Byungkook Oh and Kyong-Ho Lee Yonsei University Session 71:ICSC (10): Semantics Integration and Analysis FC-MST: Feature Correlation Maximum Spanning Tree for Multimedia Concept Classification....... 276 Hsin-Yu Ha (1), Shu-Ching Chen (1) and Min Chen (2) (1) Florida International University, USA (2) University of Washington Bothell , USA Secure Problems Solving Scheme......................................................................................................... 284 Hiroshi Yamaguchi, Masahito Gotaishi and Shigeo Tsujii Chuo University, Japan Spatiotemporal Query Processing for Semantic Data Stream............................................................... 290 Sungkwang Eom, Sangjin Shin and Kyong-Ho Lee Yonsei University, Republic of Korea Semantically Enhanced Decision Support for Learning Management Systems ................................. 298 Mariia Gavriushenko, Marja Kankaanranta and Pekka Neittaanma_ki University of Jyvaskyla, Finland cDNA Microarray Image Segmentation with an Improved Moving K-means Clustering Method ...... 306 Guifang Shao (1), Shunxiang Wu (1) and Tiejun Li (2) (1) Xiamen University, China (2) Jimei University, China Session 72:ICSC (11): Semantics Mining, Learning, and Applications Aggregating Financial Services Data without Assumptions: A Semantic Architecture........................ 312 Sunila Gollapudi Broadridge Financial Solutions Data Mining Approaches for Environmental Impact Assessment of Buildings ................................... 316 Qifeng Zhou (1), Tao Li (2) (1) Xiamen University (2) Florida International University, USA Partitioning of ontologies driven by a structure-based approach .......................................................... 320 Fabio Persia, Flora Amato, Aniello De Santo, Vincenzo Moscato, Antonio Picariello and Silvestro Roberto Poccia University of Naples Federico II A semantic-based approach for Machine Learning data analysis ......................................................... 324 Agnese Pinto, Floriano Scioscia, Giuseppe Loseto, Michele Ruta, Eliana Bove and Eugenio Di Sciascio Politecnico di Bari vi
The cost of reasoning with RDF updates .............................................................................................. 328 Sana Al Azwari and John Wilson Strathclyde University Session 73:Industry Session (2) Semantic Service Discovery and Matching for Semi-automatic Service Mashup ............................... 332 Yoo-mi Park (1), Hyunkyung Yoo (1), Cinyoung Hur (1), Hyunjoo Bae (1) and Yuchul Jung (2) (1) Electronics and Telecommunications Research Institute, Korea (2) Korea Institute of Science and Technology Information Enabling Semantic Technologies in Publish and Subscribe Middleware ............................................. 338 Norman Ahmed (1), Jason Bryant (2), Gregory Hasseler (2) and Matthew Paulini (2) (1) Purdue University, USA (2) Air Force Research Laboratory, USA Bridging Semantics with Physical Objects using Augmented Reality ................................................. 344 Yu Sun (1, 4), Hyojoon Bae (2, 4), Sukanya Manna (1), Jules White (3, 4) and Mani Golparvar-Fard (4, 5) (1) California State Polytechnic University, USA (2) Apple Inc., USA (3) Vanderbilt University, USA (4) University of Illinois at Urbana-Champaign (5) Cloudpoint Labs, USA Session 81:ICSC (12) Semantic-based Analysis for Web Applications Concurrent Goal-oriented Co-clustering Generation in Social Networks ............................................ 350 Fengjiao Wang (1), Guan Wang (1,2), Shuyang Lin (1) and Philip Yu (1) (1) University of Illinois , USA (2) LinkedIn Corporation, Mountain View, CA, USA Advertising Slogan Generation System Reflecting User Preference on the Web ................................. 358 Hiroaki Yamane and Masafumi Hagiwara Keio University, Japan Extracting and Integrating Nutrition Related Linked Data ................................................................... 365 Qingliang Miao, Ruiyu Fang and Yao Meng Fujitsu R&D Center CO., LTD, China MOOCLink: Building and Utilizing Linked Data from Massive Open Online Courses...................... 373 Sebastian Kagemann (1) and Srividya Bansal (2) (1) Indiana University, USA (2) Arizona State University,USA Personalized Trip Planning by Integrating Multimodal User-generated Content ................................. 381 Om P. Patri1 (1), Ketan Singh (1), Pedro Szekely (1, 2), Anand V. Panangadan (1), Viktor K. Prasanna (1) (1) University of Southern California,USA (2) Information Sciences Institute, Marina Del Rey, USA Session 82:ICSC (13) Semantics Mining, Learning, and Applications Hierarchical Learning of Tree Classifiers for Large-Scale Plant Species Identification ...................... 389 vii
Jianpin Fan (1), Jinye Peng (1), Ling Gao (1) and Ning Zhou (2) (1) Northwest University, China (2) UNC-Charlotte, USA Ontology-Based Economic Models for Bioenergy and Biofuel Projects ............................................. 397 Krishna Sapkota, Pathmeswaran Raju, Will Byrne and Craig Chapman Birmingham City University, UK NNB: An Efficient Nearest Neighbor Search Method for Hierarchical Clustering on Large Datasets 405 Wei Zhang (1, 2), Gongxuan Zhang (1), Yongli Wang (1), Zhaomeng Zhu (1) and Tao Li (1) (1) Nanjing University of Science and Technology, China (2) Huaiyin Normal University Urban Network Parcellation using Graph Theoretic Approach .......................................................... 413 Goni Dubnov (1), Shlomo Dubnov (2) and Yasushi Kiyoki (3) (1) Mills College, USA (2) University of California, San Diego (3) Keio University, Japan Corpus-based Analysis of Rhetorical Relations: A Study of Lexical Cues ........................................... 417 Taraneh Khazaei and Lu Xiao University of Western Ontario, Canada Session 83:ICSC (14) Semantics Integration and Analysis 2 Semantic Analysis of Dialogs to Detect Social Engineering Attacks ................................................... 424 Hiten Bhakta and Ian Harris University of California, Irvine Finding Trendy Products from Pins ...................................................................................................... 428 Dingding Wang (1) and Mitsunori Ogihara (2) (1) Florida Atlantic University (2) University of Miami Semantic Modeling of Analytic-based Relationships with Direct Qualification .................................. 432 Norman Ahmed (1, 2), Jason Bryant (2), Gregory Hasseler (2) and Matthew Paulini (2) (1) Purdue University (2) AFRL Analysis of Complex Network in International Business Literature .................................................... 436 Da Huo (1), Yan Chen (2) and Haibo Wang (3) (1) Central University of Finance and Economics (2) Beijing University of Posts and Telecommunications (3) Texas A&M International University Flexible Semantic Query Expansion for Process Exploration .............................................................. 440 Sven Mielke (1), Martin Pelke (1), Sebastian Pospiech (2) and Robert Mertens (1) (1) Hochschule Weserbergland (2) Cologne Intelligence GmbH Extracting Information of Future Events from Arabic Newspapers: an Overview............................... 444 Meshrif Alruily (1) and Mohammad Alghamdi (2) (1) Alijouf University (2) Umm AlQura University viii
Session 91:ICSC (15) Semantic-based Analysis for Web Applications Multi-Cloud Policy Enforcement through Semantic Modeling and Mapping...................................... 448 Zhengping Wu California State University Enriching Mobile Semantic Search with Web Services ........................................................................ 452 Minjae Song, Sungkwang Eom, Sangjin Shin and Kyong-Ho Lee Yonsei University SPARQL Based Mapping Management ................................................................................................ 456 Alan Meehan, Rob Brennan and Declan O'Sullivan Trinity College Dublin Challenge: Processing Web Texts for Classifying Job Offers ............................................................... 460 Flora Amato (1), Roberto Boselli (2), Mirko Cesarini (2), Fabio Mercorio (2), Mario Mezzanzanica (2), Vincenzo Moscato (1), Fabio Persia (1) and Antonio Picariello (1) (1) University of Naples Federico II (2) University of Milano Bicocca Session 92:Workshop Semantic Multimedia A Conceptual Framework for Middle-Up-Down Semantic Annotation of Online 3D Scenes ............. 464 Lauri Tuovinen, Jari Kahelin and Juha Ršning University of Oulu, Finland An analysis of Scene Change Detection in HEVC bitstream ............................................................... 470 Yumi Eom (1), Sangil Park (1), Sunggeun Yoo (1), Jin Soo Choi (2) and Sukhee Cho (2) (1) Seoul National University of Science and Technology,Korea (2) Electronics and Telecommunications Research Institute,Korea Audio-based Event Detection in Office Live Environments Using Optimized MFCC-SVM Approach ........................................................................................................................................................ 475 Selver Ezgi Küçükbay and Mustafa Sert Baskent University, Turkey Session 93:Workshop Semantic Computing with Big Data T.R.A.F.F.I.C.: Transit Response Analysis for Facilitating Informed Commuters ............................. 481 Donna Thomas, Jacob Rettig and Justin Lawrence University of Maryland, USA An Approximation of Betweenness Centrality for Social Networks .................................................... 489 David Alfred Ostrowski Ford Motor Company,USA Using Latent Dirichlet Allocation for Topic Modelling in Twitter ....................................................... 493 David Alfred Ostrowski Ford Motor Company, USA Session 101:Workshop Semantic Computing for Social Networks Google based Hybrid Approach for Discovering Services ................................................................... 498 Shailja Sharma, Jagdeep Singh Lather and Mayank Dave ix
National Institute of Technology, India A Mobile Social Networking Service for Urban Community Disaster Response ................................ 503 Yuan-Chih, Yu Chinese Culture University, Taiwan Author Index ...................................................................................................................................... 509
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