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ICWS 2015: New York, NY, USA
- John A. Miller, Hong Zhu:

2015 IEEE International Conference on Web Services, ICWS 2015, New York, NY, USA, June 27 - July 2, 2015. IEEE Computer Society 2015, ISBN 978-1-4673-7272-5
Research Track
Topic I: Services Composition
Research Session 1: Theory Applied to Composition
- Faisal Alrebeish, Rami Bahsoon:

Stabilising Performance in Cloud Services Composition Using Portfolio Theory. 1-8 - Soumi Chattopadhyay

, Ansuman Banerjee, Nilanjan Banerjee:
A Scalable and Approximate Mechanism for Web Service Composition. 9-16 - Mohamed Graiet, Aida Lahouij

, Imed Abbassi
, Lazhar Hamel
, Mourad Kmimech:
Formal Behavioral Modeling for Verifying SCA Composition with Event-B. 17-24
Research Session 2: QoS-Based Composition
- Nebil Ben Mabrouk, Nikolaos Georgantas, Valérie Issarny:

Set-Based Bi-level Optimisation for QoS-Aware Service Composition in Ubiquitous Environments. 25-32 - Puwei Wang, Anup K. Kalia, Munindar P. Singh

:
A Collaborative Approach to Predicting Service Price for QoS-Aware Service Selection. 33-40 - Dimuthu U. Gamage, Lahiru S. Gallege, Rajeev R. Raje:

A QoS and Trust Prediction Framework for Context-Aware Composed Distributed Systems. 41-48
Research Session 3: Time-Aware Composition
- Sajib Mistry

, Athman Bouguettaya
, Hai Dong
, A. Kai Qin
:
Predicting Dynamic Requests Behavior in Long-Term IaaS Service Composition. 49-56 - Abdessalam Elhabbash

, Rami Bahsoon, Peter Tiño
, Peter R. Lewis
:
Self-Adaptive Volunteered Services Composition through Stimulus- and Time-Awareness. 57-64 - Ikbel Guidara, Nawal Guermouche, Tarak Chaari, Saïd Tazi, Mohamed Jmaiel:

Heuristic Based Time-Aware Service Selection Approach. 65-72
Research Session 4: Composition Tools
- Nadia Gámez

, Joyce El Haddad, Lidia Fuentes
:
SPL-TQSSS: A Software Product Line Approach for Stateful Service Selection. 73-80 - Marios Fokaefs, Eleni Stroulia:

Using WADL Specifications to Develop and Maintain REST Client Applications. 81-88 - Jia Zhang, Wei Wang, Xing Wei, Chris Lee, Seungwon Lee, Lei Pan, Tsengdar J. Lee:

Climate Analytics Workflow Recommendation as a Service - Provenance-Driven Automatic Workflow Mashup. 89-97
Topic II: Services Applications beyond Web
Research Session 5: Cloud Services
- Avraham Leff, James T. Rayfield:

Integrator: An Architecture for an Integrated Cloud/On-Premise Data-Service. 98-104 - Wei Song, Xiaoxu Xia, Hans-Arno Jacobsen, Pengcheng Zhang, Hao Hu:

Heuristic Recovery of Missing Events in Process Logs. 105-112
Research Session 6: Using Graph Analytics
- Xin Zhang, Zhihu Wang, Chunyang Ma, Ning Duan:

A Diffusion Model with Constant Source and Sinks for Social Graph Partitioning. 113-120 - Bin Ye

, Yan Wang
, Ling Liu:
Crowd Trust: A Context-Aware Trust Model for Worker Selection in Crowdsourcing Environments. 121-128 - Bin Cao, Jiaxing Wang

, Jing Fan, Tianyang Dong, Jianwei Yin:
Mapping Elements with the Hungarian Algorithm: An Efficient Method for Querying Business Process Models. 129-136
Topic III: Services QoS Management
Research Session 7: QoS Management
- José María García, Carlos Pedrinaci, Manuel Resinas

, Jorge Cardoso
, Pablo Fernandez, Antonio Ruiz Cortés
:
Linked USDL Agreement: Effectively Sharing Semantic Service Level Agreements on the Web. 137-144 - Pengcheng Zhang, Yuan Zhuang, Hareton Leung, Wei Song, Yu Zhou:

A Novel QoS Monitoring Approach Sensitive to Environmental Factors. 145-152 - Xumin Liu, Arpeet Kale, Javed Wasani, Chen Ding, Qi Yu

:
Extracting, Ranking, and Evaluating Quality Features of Web Services through User Review Sentiment Analysis. 153-160
Research Session 8: QoS Prediction
- Chen Wu, Weiwei Qiu, Zibin Zheng

, Xinyu Wang, Xiaohu Yang:
QoS Prediction of Web Services Based on Two-Phase K-Means Clustering. 161-168 - Wei Xiong, Bing Li, Xiaohui Cui, Yutao Ma

, Rong Yang, Peng He:
A Learning Approach to the Prediction of Reliability Ranking for Web Services. 169-176 - Kwangkyu Lee, Jinhee Park, Jongmoon Baik:

Location-Based Web Service QoS Prediction via Preference Propagation for Improving Cold Start Problem. 177-184
Topic IV: Services Discovery and Recommendation
Research Session 9: Service Recommendation I
- Xumin Liu, Isankumar Fulia:

Incorporating User, Topic, and Service Related Latent Factors into Web Service Recommendation. 185-192 - Liang Chen, Qi Yu, Philip S. Yu, Jian Wu:

WS-HFS: A Heterogeneous Feature Selection Framework for Web Services Mining. 193-200 - Qi Yu

, Hongbing Wang, Liang Chen:
Learning Sparse Functional Factors for Large-Scale Service Clustering. 201-208
Research Session 10: Service Recommendation II
- Bing Bai, Yushun Fan, Keman Huang, Wei Tan, Bofei Xia, Shuhui Chen:

Service Recommendation for Mashup Creation Based on Time-Aware Collaborative Domain Regression. 209-216 - Lina Yao, Xianzhi Wang

, Quan Z. Sheng
, Wenjie Ruan
, Wei Zhang
:
Service Recommendation for Mashup Composition with Implicit Correlation Regularization. 217-224 - Xiaoliang Fan, Yakun Hu, Ruisheng Zhang

, Wenbo Chen, Patrick Brézillon:
Modeling Temporal Effectiveness for Context-Aware Web Services Recommendation. 225-232
Research Session 11: QoS-Based Discovery
- Yan Hu, Qimin Peng, Xiaohui Hu, Rong Yang:

Web Service Recommendation Based on Time Series Forecasting and Collaborative Filtering. 233-240 - Jieming Zhu, Pinjia He, Zibin Zheng

, Michael R. Lyu:
A Privacy-Preserving QoS Prediction Framework for Web Service Recommendation. 241-248 - You Ma

, Shangguang Wang
, Fangchun Yang, Rong N. Chang
:
Predicting QoS Values via Multi-dimensional QoS Data for Web Service Recommendations. 249-256
Research Session 12: Service Discovery
- Yang Zhou, Ling Liu, Calton Pu, Xianqiang Bao, Kisung Lee, Balaji Palanisamy, Emre Yigitoglu, Qi Zhang:

Clustering Service Networks with Entity, Attribute, and Link Heterogeneity. 257-264 - Wei Lo, Jianwei Yin, Zhaohui Wu:

Accelerated Sparse Learning on Tag Annotation for Web Service Discovery. 265-272 - Mehdi Khouja, Carlos Juiz

:
Enhanced Service Discovery via Shared Context in a Distributed Architecture. 273-280
Topic V: Services Security and Privacy
Research Session 13: Service Privacy
- Nariman Ammar, Zaki Malik

, Brahim Medjahed, Mohammed Alodib:
K-Anonymity Based Approach for Privacy-Preserving Web Service Selection. 281-288 - Sin G. Teo, Jianneng Cao, Vincent C. S. Lee:

DAG: A Model for Privacy Preserving Computation. 289-296 - Barbara Carminati

, Elena Ferrari
, Ngoc Hong Tran:
A Privacy-Preserving Framework for Constrained Choreographed Service Composition. 297-304
Research Session 14: Service Security
- Matthew L. Hale, Rose F. Gamble, John Hale

, Charles Haney, Jessica Lin, Charles Walter:
Measuring the Potential for Victimization in Malicious Content. 305-312 - Amina Bourouis

, Kais Klai, Yamen El Touati
, Nejib Ben Hadj-Alouane
:
Opacity Preserving Abstraction for Web Services and Their Composition Using SOGs. 313-320 - Xiaoming Zheng, Yan Wang

, Mehmet A. Orgun
:
BiNet: Trust Sub-network Extraction Using Binary Ant Colony Algorithm in Contextual Social Networks. 321-328
Topic VI: Service-Oriented Software Engineering
Research Session 15: Services Engineering
- Hongbing Wang, Bin Zou, Guibing Guo, Jie Zhang, Zhengping Yang:

Optimal and Effective Web Service Composition with Trust and User Preference. 329-336 - Yi Liu, Xuanzhe Liu

, Yun Ma, Yunxin Liu, Zibin Zheng
, Gang Huang, M. Brian Blake:
Characterizing RESTful Web Services Usage on Smartphones: A Tale of Native Apps and Web Apps. 337-344 - Changjiang Jia, Chunbai Yang, Wing Kwong Chan

:
Architecturing Dynamic Data Race Detection as a Cloud-Based Service. 345-352 - Bersant Deva, Peter Ruppel:

Location Analytics as a Service: Providing Insights for Heterogeneous Spatiotemporal Data. 353-360
Topic VII: Semantic Services
Research Session 16: Semantic Web Services
- Juan Chen, Zhiyong Feng, Shizhan Chen, Keman Huang, Wei Tan, Jia Zhang:

A Novel Lifecycle Framework for Semantic Web Service Annotation Assessment and Optimization. 361-368 - Yaoliang Chen, Jingjing Wang, Hongwei Wang, Sheng Huang, Chen Lin:

COSS: Content-Based Subscription as an IoT Service. 369-376
Applications Track
Topic I: Service Discovery and Recommendation
Applications Session 1: Service Recommendation I
- Okba Tibermacine

, Chouki Tibermacine
, Cherif Foudil:
Regression-Based Bootstrapping of Web Service Reputation Measurement. 377-384 - Yusheng Li, Haihong E, Meina Song, Junde Song:

User Familiar Degree Aware Recommender System. 385-391 - Zuojian Zhou, Binbin Wang, Jie Guo, Jingui Pan:

QoS-Aware Web Service Recommendation Using Collaborative Filtering with PGraph. 392-399
Applications Session 2: Service Recommendation II
- Kenneth K. Fletcher

, Xiaoqing Frank Liu:
A Collaborative Filtering Method for Personalized Preference-Based Service Recommendation. 400-407 - Ruilin Liu, Xiaofei Xu, Zhongjie Wang:

Service Recommendation Using Customer Similarity and Service Usage Pattern. 408-415 - Abdullah Abdullah, Xining Li:

An Integrated-Model QoS-Based Graph for Web Service Recommendation. 416-423
Applications Session 3: Recommending APIs
- Yao Wan, Liang Chen, Jian Wu, Qi Yu

:
Time-Aware API Popularity Prediction via Heterogeneous Features. 424-431 - Wei Gao, Liang Chen, Jian Wu, Honghao Gao:

Manifold-Learning Based API Recommendation for Mashup Creation. 432-439 - Venkata P. Modekurthy

, Kenneth K. Fletcher
, Xiaoqing Frank Liu, Ming C. Leu:
Personal Preference and Trade-Off Based Additive Manufacturing Web Service Selection. 440-447
Applications Session 4: Discovering Cloud Resources
- Diptikalyan Saha:

Service Mining from Legacy Database Applications. 448-455
Applications Session 5: Trust and Reputation
- Feng Zhu, Guanfeng Liu

, Yan Wang
, An Liu, Zhixu Li, Pengpeng Zhao, Lei Li
:
A Context-Aware Trust-Oriented Influencers Finding in Online Social Networks. 456-463 - Tobias Jacobs, Salvatore Longo:

A Study of Caching Strategies for Web Service Discovery. 464-471 - Hitesh Tewari

, Eamonn O. Nuallain:
Netcoin: A Traceable P2P Electronic Cash System. 472-478
Topic II: Service Composition
Applications Session 6: Compositions and Mashups
- Feifei Hang, Liping Zhao

:
Supporting End-User Service Composition: A Systematic Review of Current Activities and Tools. 479-486 - Li Li, Tony Tang, Wu Chou:

An XML Based Monadic Framework for REST Service Compositions. 487-494
Applications Session 7: Handling Large Data
- Banage T. G. S. Kumara

, Incheon Paik, Jia Zhang, T. H. A. S. Siriweera
, Koswatte R. C. Koswatte:
Ontology-Based Workflow Generation for Intelligent Big Data Analytics. 495-502 - Zhiling Luo, Ying Li, Jianwei Yin:

A Framework for Transmission Cost Aware Service Selection. 503-510 - Aibek Musaev, De Wang, Saajan Shridhar, Chien-An Lai, Calton Pu:

Toward a Real-Time Service for Landslide Detection: Augmented Explicit Semantic Analysis and Clustering Composition Approaches. 511-518
Applications Session 8: QoS-Based Composition
- Imed Abbassi

, Mohamed Graiet, Souha Boubaker, Mourad Kmimech, Nejib Ben Hadj-Alouane
:
A Formal Approach for Verifying QoS Variability in Web Services Composition Using EVENT-B. 519-526 - Shruti Kunde, Rahul Ghosh, Tridib Mukherjee, Aditya Hegde, Varun Sharma:

A Scalable Approach for Context Based Complex Service Discovery. 527-534 - Malik Khalfallah, Nicolas Figay, Mahmoud Barhamgi

, Parisa Ghodous
:
Generating Executable Workflows from Solution Plans. 535-542
Applications Session 9: Composition for IoT
- Minhyeop Kim, In-Young Ko:

An Efficient Resource Allocation Approach Based on a Genetic Algorithm for Composite Services in IoT Environments. 543-550 - Chenyang Liu, Jian Cao, Jie Wang:

A Parallel Approach for Service Composition with Complex Structures in Pervasive Environments. 551-558 - Elio Goettelmann, Amina Ahmed Nacer, Samir Youcef, Claude Godart:

Paving the Way towards Semi-automatic Design-Time Business Process Model Obfuscation. 559-566
Topic III: QoS Management
Applications Session 10: QoS in Service Composition
- Yanhua Du, Benyuan Yang, Wei Tan:

A Model Checking Approach to Analyzing Timed Compatibility in Mediation-Aided Composition of Web Services. 567-574 - Rohit Ranchal, Ajay Mohindra, Nianjun Zhou, Shubir Kapoor, Bharat K. Bhargava:

Hierarchical Aggregation of Consumer Ratings for Service Ecosystem. 575-582 - Fuxin Chen, Shijin Yuan, Bin Mu:

User-QoS-Based Web Service Clustering for QoS Prediction. 583-590
Applications Session 11: QoS Prediction
- Mingdong Tang, Xiaoling Dai, Buqing Cao, Jianxun Liu:

WSWalker: A Random Walk Method for QoS-Aware Web Service Recommendation. 591-598 - Yao Zhao, Qi Pi, Chengduo Luo, Danfeng Yan:

CAPred: A Prediction Model for Timely QoS. 599-606 - Diego Rivera, Natalia Kushik

, Camila Fuenzalida, Ana R. Cavalli, Nina Yevtushenko:
QoE Evaluation Based on QoS and QoBiz Parameters Applied to an OTT Service. 607-614
Topic IV: Application beyond Web
Applications Session 12: Cloud Services
- Wenbo Su, Jie Hu, Chuang Lin, Sherman X. Shen

:
SLA-Aware Tenant Placement and Dynamic Resource Provision in SaaS. 615-622 - Yang Zhang, Junliang Chen:

A Hybrid Complex Event Service Based on IoT Resource Models. 623-630 - Li Li, Wu Chou:

Designing Large Scale REST APIs Based on REST Chart. 631-638
Applications Session 13: Internet of Things (IoT)
- Chii Chang

, Seng W. Loke, Hai Dong
, Flora D. Salim
, Satish Narayana Srirama
, Mohan Liyanage
, Sea Ling:
An Energy-Efficient Inter-organizational Wireless Sensor Data Collection Framework. 639-646 - Wei Zhu, Guang Zhou, I-Ling Yen, Farokh B. Bastani:

A PT-SOA Model for CPS/IoT Services. 647-654 - Zhaotai Pan, Xiao Xing Liang, Yu Chen Zhou, Yi Ge, Guo Tao Zhao:

Intelligent Push Notification for Converged Mobile Computing and Internet of Things. 655-662
Topic V: Service Software Engineering
Applications Session 14: Reliability and Fault Handling
- Weidong Wang

, Liqiang Wang, Wei Lu:
A Resilient Framework for Fault Handling in Web Service Oriented Systems. 663-670 - Ennan Zhai, Liang Gu, Yumei Hai:

A Risk-Evaluation Assisted System for Service Selection. 671-678 - Johannes M. Schleicher, Michael Vögler, Christian Inzinger

, Waldemar Hummer, Schahram Dustdar
:
Nomads - Enabling Distributed Analytical Service Environments for the Smart City Domain. 679-685
Applications Session 15: Processes and Reuse
- Andreas Weiß, Vasilios Andrikopoulos

, Michael Hahn
, Dimka Karastoyanova
:
Enabling the Extraction and Insertion of Reusable Choreography Fragments. 686-694 - Shaohua Wang

, Ying Zou, Joanna W. Ng, Tinny Ng:
Learning to Reuse User Inputs in Service Composition. 695-702 - Ivan Luiz Salvadori, Frank Siqueira:

A Maturity Model for Semantic RESTful Web APIs. 703-710
Short Paper Track
Short Paper Session 1: Services Discovery, Recommendation, Composition, and Management
- Yehia Elshater, Khalid Elgazzar, Patrick Martin:

goDiscovery: Web Service Discovery Made Efficient. 711-716 - Gustavo Jota Resende, Nilander R. M. de Moraes, Sérgio M. Dias

, Humberto T. Marques-Neto, Luis E. Zárate
:
Canonical Computational Models Based on Formal Concept Analysis for Social Network Analysis and Representation. 717-720 - Jiaxiang Ge, Bin Xu, Qi Li, Yongbin Liu:

Recommending a Credible Web Service. 721-724 - Yun Ma, Xuanzhe Liu

, Meihua Yu, Yunxin Liu, Qiaozhu Mei, Feng Feng:
Mash Droid: An Approach to Mobile-Oriented Dynamic Services Discovery and Composition by In-App Search. 725-730 - Yu Lei, Jiantao Zhou, Fengqi Wei, Yongqiang Gao, Bo Yang:

Web Service Composition Based on Reinforcement Learning. 731-734 - Pablo Rodríguez-Mier, Manuel Mucientes

, Manuel Lama
:
A Hybrid Local-Global Optimization Strategy for QoS-Aware Service Composition. 735-738
Short Paper Session 2: Services Applications and Service Security, Privacy, and Trust
- Yan-Fang Mao, Yang Zhang, Qiang Hua, Hong-Yang Dai, Xing Wang:

A Non-intrusive Solution to Guarantee Runtime Behavior of Open SCADA Systems. 739-742 - Hongbing Wang, Suxiang Zhou, Qi Yu

:
Discovering Web Services to Improve Requirements Decomposition. 743-746 - Xiaoyan Chen, Xiaomin Xu, Sheng Huang, Weiming Ye, Lance Feagan, Lalitha Krishnamoorthy, Mark Ashworth:

STaaS: Spatio Temporal Historian as a Service. 747-750 - Lijun Mei, Hao Chen, Shaochun Li, Qicheng Li, Guangtai Liang, Jeaha Yang:

A Service-Based Framework for Mobile Social Messaging in PaaS Systems. 751-754 - Xiaotao Li, Xiaohui Hu:

An Agent-Based Approach for Invoking Service in Environments with Limited Network Bandwidth. 755-758
Visionary Track
Visionary Track Session
- P. M. Melliar-Smith, Louise E. Moser:

Conversion Infrastructure for Maintaining High Availability of Web Services Using Multiple Service Providers. 759-764 - I-Ling Yen, Guang Zhou, Wei Zhu, Farokh B. Bastani, San-Yih Hwang:

A Smart Physical World Based on Service Technologies, Big Data, and Game-Based Crowd Sourcing. 765-772

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