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36th International Conference on Software Engineering (ICSE 2014), May 31 – June 7, 2014, Hyderabad, India

ICSE 2014 – Proceedings

Contents - Abstracts - Authors
Online Calendar - iCal File
Twitter: https://twitter.com/ICSEconf

Frontmatter

Title Page
Message from the Chairs
Committees
Sponsors

Technical Research

Perspectives on Software Engineering

Cowboys, Ankle Sprains, and Keepers of Quality: How Is Video Game Development Different from Software Development?
Emerson Murphy-Hill, Thomas Zimmermann, and Nachiappan Nagappan
(North Carolina State University, USA; Microsoft Research, USA)
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Analyze This! 145 Questions for Data Scientists in Software Engineering
Andrew Begel and Thomas Zimmermann
(Microsoft Research, USA)
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The Dimensions of Software Engineering Success
Paul Ralph and Paul Kelly
(Lancaster University, UK)
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How Do Professionals Perceive Legacy Systems and Software Modernization?
Ravi Khadka, Belfrit V. Batlajery, Amir M. Saeidi, Slinger Jansen, and Jurriaan Hage
(Utrecht University, Netherlands)
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Testing 1

SimRT: An Automated Framework to Support Regression Testing for Data Races
Tingting Yu, Witawas Srisa-an, and Gregg Rothermel
(University of Nebraska-Lincoln, USA)
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Performance Regression Testing Target Prioritization via Performance Risk Analysis
Peng Huang, Xiao Ma, Dongcai Shen, and Yuanyuan Zhou
(University of California at San Diego, USA; University of Illinois at Urbana-Champaign, USA)
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Code Coverage for Suite Evaluation by Developers
Rahul Gopinath, Carlos Jensen, and Alex Groce
(Oregon State University, USA)
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Time Pressure: A Controlled Experiment of Test Case Development and Requirements Review
Mika V. Mäntylä, Kai Petersen, Timo O. A. Lehtinen, and Casper Lassenius
(Aalto University, Finland; Blekinge Institute of Technology, Sweden)
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Modeling

Verifying Component and Connector Models against Crosscutting Structural Views
Shahar Maoz, Jan Oliver Ringert, and Bernhard Rumpe
(Tel Aviv University, Israel; RWTH Aachen University, Germany)
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TradeMaker: Automated Dynamic Analysis of Synthesized Tradespaces
Hamid Bagheri, Chong Tang, and Kevin Sullivan
(George Mason University, USA; University of Virginia, USA)
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Lifting Model Transformations to Product Lines
Rick Salay, Michalis Famelis, Julia Rubin, Alessio Di Sandro, and Marsha Chechik
(University of Toronto, Canada)
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Automated Goal Operationalisation Based on Interpolation and SAT Solving
Renzo Degiovanni, Dalal Alrajeh, Nazareno Aguirre, and Sebastian Uchitel
(Universidad Nacional de Río Cuarto, Argentina; Imperial College London, UK; Universidad de Buenos Aires, Argentina)
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Configuration, Variability, and Clones

Mining Configuration Constraints: Static Analyses and Empirical Results
Sarah Nadi, Thorsten Berger, Christian Kästner, and Krzysztof Czarnecki
(University of Waterloo, Canada; IT University of Copenhagen, Denmark; Carnegie Mellon University, USA)
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Which Configuration Option Should I Change?
Sai Zhang and Michael D. Ernst
(University of Washington, USA)
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Detecting Differences across Multiple Instances of Code Clones
Yun Lin, Zhenchang Xing, Yinxing Xue, Yang Liu, Xin Peng, Jun Sun, and Wenyun Zhao
(Fudan University, China; Nanyang Technological University, Singapore; National University of Singapore, Singapore; Singapore University of Technology and Design, Singapore)
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Achieving Accuracy and Scalability Simultaneously in Detecting Application Clones on Android Markets
Kai Chen, Peng Liu, and Yingjun Zhang
(Pennsylvania State University, USA; Institute of Information Engineering at Chinese Academy of Sciences, China; Institute of Software at Chinese Academy of Sciences, China)
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Social Aspects of Software Engineering

Two's Company, Three's a Crowd: A Case Study of Crowdsourcing Software Development
Klaas-Jan Stol and Brian Fitzgerald
(Lero, Ireland; University of Limerick, Ireland)
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Does Latitude Hurt while Longitude Kills? Geographical and Temporal Separation in a Large Scale Software Development Project
Patrick Wagstrom and Subhajit Datta
(IBM Research, USA; Singapore University of Technology and Design, Singapore)
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Software Engineering at the Speed of Light: How Developers Stay Current using Twitter
Leif Singer, Fernando Figueira Filho, and Margaret-Anne Storey
(University of Victoria, Canada; Federal University of Rio Grande do Norte, Brazil)
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Building It Together: Synchronous Development in OSS
Qi Xuan and Vladimir Filkov
(Zhejiang University of Technology, China; University of California at Davis, USA)
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Repair

A Critical Review of "Automatic Patch Generation Learned from Human-Written Patches": Essay on the Problem Statement and the Evaluation of Automatic Software Repair
Martin Monperrus
(University of Lille, France; INRIA, France)
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Data-Guided Repair of Selection Statements
Divya Gopinath, Sarfraz Khurshid, Diptikalyan Saha, and Satish Chandra
(University of Texas at Austin, USA; IBM Research, India; Samsung Electronics, USA)
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The Strength of Random Search on Automated Program Repair
Yuhua Qi, Xiaoguang Mao, Yan Lei, Ziying Dai, and Chengsong Wang
(National University of Defense Technology, China)
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MintHint: Automated Synthesis of Repair Hints
Shalini Kaleeswaran, Varun Tulsian, Aditya Kanade, and Alessandro Orso
(Indian Institute of Science, India; Georgia Tech, USA)
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Formal Analysis

Mining Behavior Models from User-Intensive Web Applications
Carlo Ghezzi, Mauro Pezzè, Michele Sama, and Giordano Tamburrelli
(Politecnico di Milano, Italy; University of Lugano, Switzerland; Touchtype, UK)
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Reviser: Efficiently Updating IDE-/IFDS-Based Data-Flow Analyses in Response to Incremental Program Changes
Steven Arzt and Eric Bodden
(TU Darmstadt, Germany; Fraunhofer SIT, Germany)
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Automated Design of Self-Adaptive Software with Control-Theoretical Formal Guarantees
Antonio Filieri, Henry Hoffmann, and Martina Maggio
(University of Stuttgart, Germany; University of Chicago, USA; Lund University, Sweden)
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Perturbation Analysis of Stochastic Systems with Empirical Distribution Parameters
Guoxin Su and David S. Rosenblum
(National University of Singapore, Singapore)
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Configuration Management

How Do Centralized and Distributed Version Control Systems Impact Software Changes?
Caius Brindescu, Mihai Codoban, Sergii Shmarkatiuk, and Danny Dig
(Oregon State University, USA)
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Transition from Centralized to Decentralized Version Control Systems: A Case Study on Reasons, Barriers, and Outcomes
Kıvanç Muşlu, Christian Bird, Nachiappan Nagappan, and Jacek Czerwonka
(University of Washington, USA; Microsoft Research, USA; Microsoft, USA)
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An Exploratory Study of the Pull-Based Software Development Model
Georgios Gousios, Martin Pinzger, and Arie van Deursen
(Delft University of Technology, Netherlands; University of Klagenfurt, Austria)
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Influence of Social and Technical Factors for Evaluating Contribution in GitHub
Jason Tsay, Laura Dabbish, and James Herbsleb
(Carnegie Mellon University, USA)
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Software Understanding

Understanding JavaScript Event-Based Interactions
Saba Alimadadi, Sheldon Sequeira, Ali Mesbah, and Karthik Pattabiraman
(University of British Columbia, Canada)
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Understanding Understanding Source Code with Functional Magnetic Resonance Imaging
Janet Siegmund, Christian Kästner, Sven Apel, Chris Parnin, Anja Bethmann, Thomas Leich, Gunter Saake, and André Brechmann
(University of Passau, Germany; Carnegie Mellon University, USA; Georgia Tech, USA; Leibniz Institute for Neurobiology, Germany; Metop Research Institute, Germany; University of Magdeburg, Germany)
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Improving Automated Source Code Summarization via an Eye-Tracking Study of Programmers
Paige Rodeghero, Collin McMillan, Paul W. McBurney, Nigel Bosch, and Sidney D'Mello
(University of Notre Dame, USA)
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Using Psycho-Physiological Measures to Assess Task Difficulty in Software Development
Thomas Fritz, Andrew Begel, Sebastian C. Müller, Serap Yigit-Elliott, and Manuela Züger
(University of Zurich, Switzerland; Microsoft Research, USA; Exponent, USA)
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Prediction

Dictionary Learning Based Software Defect Prediction
Xiao-Yuan Jing, Shi Ying, Zhi-Wu Zhang, Shan-Shan Wu, and Jin Liu
(Wuhan University, China; Nanjing University of Posts and Telecommunications, China)
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Comparing Static Bug Finders and Statistical Prediction
Foyzur Rahman, Sameer Khatri, Earl T. Barr, and Premkumar Devanbu
(University of California at Davis, USA; University College London, UK)
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Coverage Is Not Strongly Correlated with Test Suite Effectiveness
Laura Inozemtseva and Reid Holmes
(University of Waterloo, Canada)
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How to Make Best Use of Cross-Company Data in Software Effort Estimation?
Leandro L. Minku and Xin Yao
(University of Birmingham, UK)
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Concurrency

CARE: Cache Guided Deterministic Replay for Concurrent Java Programs
Yanyan Jiang, Tianxiao Gu, Chang Xu, Xiaoxing Ma, and Jian Lu
(Nanjing University, China)
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Inferring Models of Concurrent Systems from Logs of Their Behavior with CSight
Ivan Beschastnikh, Yuriy Brun, Michael D. Ernst, and Arvind Krishnamurthy
(University of British Columbia, Canada; University of Massachusetts, USA; University of Washington, USA)
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Unleashing Concurrency for Irregular Data Structures
Peng Liu and Charles Zhang
(Wuhan University, China; Hong Kong University of Science and Technology, China)
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ConLock: A Constraint-Based Approach to Dynamic Checking on Deadlocks in Multithreaded Programs
Yan Cai, Shangru Wu, and W. K. Chan
(City University of Hong Kong, China)
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Apps and Energy

SEEDS: A Software Engineer's Energy-Optimization Decision Support Framework
Irene Manotas, Lori Pollock, and James Clause
(University of Delaware, USA)
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APE: An Annotation Language and Middleware for Energy-Efficient Mobile Application Development
Nima Nikzad, Octav Chipara, and William G. Griswold
(University of California at San Diego, USA; University of Iowa, USA)
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Making Web Applications More Energy Efficient for OLED Smartphones
Ding Li, Angelica Huyen Tran, and William G. J. Halfond
(University of Southern California, USA)
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Testing 2

Micro Execution
Patrice Godefroid
(Microsoft Research, USA)
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Unit Test Virtualization with VMVM
Jonathan Bell and Gail Kaiser
(Columbia University, USA)
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Interpolated N-Grams for Model Based Testing
Paolo Tonella, Roberto Tiella, and Cu Duy Nguyen
(Fondazione Bruno Kessler, Italy; University of Luxembourg, Luxembourg)
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An Analysis of the Relationship between Conditional Entropy and Failed Error Propagation in Software Testing
Kelly Androutsopoulos, David Clark, Haitao Dan, Robert M. Hierons, and Mark Harman
(Middlesex University, UK; University College London, UK; Brunel University, UK)
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Code Contracts, Invariants, and Robustness

Trading Robustness for Maintainability: An Empirical Study of Evolving C# Programs
Nélio Cacho, Thiago César, Thomas Filipe, Eliezio Soares, Arthur Cassio, Rafael Souza, Israel Garcia, Eiji Adachi Barbosa, and Alessandro Garcia
(Federal University of Rio Grande do Norte, Brazil; PUC-Rio, Brazil)
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Case Studies and Tools for Contract Specifications
Todd W. Schiller, Kellen Donohue, Forrest Coward, and Michael D. Ernst
(University of Washington, USA)
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Using Dynamic Analysis to Generate Disjunctive Invariants
ThanhVu Nguyen, Deepak Kapur, Westley Weimer, and Stephanie Forrest
(University of New Mexico, USA; University of Virginia, USA)
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Inductive Verification of Data Model Invariants for Web Applications
Ivan Bocić and Tevfik Bultan
(University of California at Santa Barbara, USA)
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Search and APIs

How Do API Documentation and Static Typing Affect API Usability?
Stefan Endrikat, Stefan Hanenberg, Romain Robbes, and Andreas Stefik
(University of Duisburg-Essen, Germany; University of Chile, Chile; University of Nevada at Las Vegas, USA)
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Live API Documentation
Siddharth Subramanian, Laura Inozemtseva, and Reid Holmes
(University of Waterloo, Canada)
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CodeHint: Dynamic and Interactive Synthesis of Code Snippets
Joel Galenson, Philip Reames, Rastislav Bodik, Björn Hartmann, and Koushik Sen
(University of California at Berkeley, USA)
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Spotting Working Code Examples
Iman Keivanloo, Juergen Rilling, and Ying Zou
(Queen's University, Canada; Concordia University, Canada)
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Adaptive Systems

Self-Adaptation through Incremental Generative Model Transformations at Runtime
Bihuan Chen, Xin Peng, Yijun Yu, Bashar Nuseibeh, and Wenyun Zhao
(Fudan University, China; Open University, UK; University of Limerick, Ireland)
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Hope for the Best, Prepare for the Worst: Multi-tier Control for Adaptive Systems
Nicolas D'Ippolito, Víctor Braberman, Jeff Kramer, Jeff Magee, Daniel Sykes, and Sebastian Uchitel
(Imperial College London, UK; Universidad de Buenos Aires, Argentina)
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Brownout: Building More Robust Cloud Applications
Cristian Klein, Martina Maggio, Karl-Erik Årzén, and Francisco Hernández-Rodriguez
(Umeå University, Sweden; Lund University, Sweden)
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Integrating Adaptive User Interface Capabilities in Enterprise Applications
Pierre A. Akiki, Arosha K. Bandara, and Yijun Yu
(Open University, UK)
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Build and Package Management

Programmers' Build Errors: A Case Study (at Google)
Hyunmin Seo, Caitlin Sadowski, Sebastian Elbaum, Edward Aftandilian, and Robert Bowdidge
(Hong Kong University of Science and Technology, China; Google, USA; University of Nebraska-Lincoln, USA)
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Understanding and Improving Software Build Teams
Shaun Phillips, Thomas Zimmermann, and Christian Bird
(University of Calgary, Canada; Microsoft Research, USA)
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Towards Efficient Optimization in Package Management Systems
Alexey Ignatiev, Mikoláš Janota, and Joao Marques-Silva
(INESC-ID, Portugal; University College Dublin, Ireland)
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Easing Software Component Repository Evolution
Jérôme Vouillon, Mehdi Dogguy, and Roberto Di Cosmo
(University Paris Diderot, France; CNRS, France; EDF, France; Debian, France; INRIA, France)
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Mining

AR-Miner: Mining Informative Reviews for Developers from Mobile App Marketplace
Ning Chen, Jialiu Lin, Steven C. H. Hoi, Xiaokui Xiao, and Boshen Zhang
(Nanyang Technological University, Singapore; Carnegie Mellon University, USA)
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Mining Billions of AST Nodes to Study Actual and Potential Usage of Java Language Features
Robert Dyer, Hridesh Rajan, Hoan Anh Nguyen, and Tien N. Nguyen
(Iowa State University, USA)
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Mining Interprocedural, Data-Oriented Usage Patterns in JavaScript Web Applications
Hung Viet Nguyen, Hoan Anh Nguyen, Anh Tuan Nguyen, and Tien N. Nguyen
(Iowa State University, USA)
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Mining Fine-Grained Code Changes to Detect Unknown Change Patterns
Stas Negara, Mihai Codoban, Danny Dig, and Ralph E. Johnson
(University of Illinois at Urbana-Champaign, USA; Oregon State University, USA)
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Automated Bug Detection and Repair

Detecting Memory Leaks through Introspective Dynamic Behavior Modeling using Machine Learning
Sangho Lee, Changhee Jung, and Santosh Pande
(Georgia Tech, USA; Virginia Tech, USA)
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Automated Memory Leak Detection for Production Use
Changhee Jung, Sangho Lee, Easwaran Raman, and Santosh Pande
(Virginia Tech, USA; Georgia Tech, USA; Google, USA)
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Vejovis: Suggesting Fixes for JavaScript Faults
Frolin S. Ocariza, Jr., Karthik Pattabiraman, and Ali Mesbah
(University of British Columbia, Canada)
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Is Spreadsheet Ambiguity Harmful? Detecting and Repairing Spreadsheet Smells due to Ambiguous Computation
Wensheng Dou, Shing-Chi Cheung, and Jun Wei
(Institute of Software at Chinese Academy of Sciences, China; Hong Kong University of Science and Technology, China)
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Requirements

Us and Them: A Study of Privacy Requirements Across North America, Asia, and Europe
Swapneel Sheth, Gail Kaiser, and Walid Maalej
(Columbia University, USA; University of Hamburg, Germany)
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Distilling Privacy Requirements for Mobile Applications
Keerthi Thomas, Arosha K. Bandara, Blaine A. Price, and Bashar Nuseibeh
(Open University, UK; University of Limerick, Ireland)
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Uncertainty, Risk, and Information Value in Software Requirements and Architecture
Emmanuel Letier, David Stefan, and Earl T. Barr
(University College London, UK)
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Requirements Fixation
Rahul Mohanani, Paul Ralph, and Ben Shreeve
(Lancaster University, UK)
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Testing and Conformance Verification

Exploring Variability-Aware Execution for Testing Plugin-Based Web Applications
Hung Viet Nguyen, Christian Kästner, and Tien N. Nguyen
(Iowa State University, USA; Carnegie Mellon University, USA)
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A Study of Equivalent and Stubborn Mutation Operators using Human Analysis of Equivalence
Xiangjuan Yao, Mark Harman, and Yue Jia
(China University of Mining and Technology, China; University College London, UK)
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Cross-Checking Oracles from Intrinsic Software Redundancy
Antonio Carzaniga, Alberto Goffi, Alessandra Gorla, Andrea Mattavelli, and Mauro Pezzè
(University of Lugano, Switzerland; Saarland University, Germany; University of Milano-Bicocca, Italy)
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Mind the Gap: Assessing the Conformance of Software Traceability to Relevant Guidelines
Patrick Rempel, Patrick Mäder, Tobias Kuschke, and Jane Cleland-Huang
(TU Ilmenau, Germany; DePaul University, USA)
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Modeling and Interfaces

Effects of Using Examples on Structural Model Comprehension: A Controlled Experiment
Dina Zayan, Michał Antkiewicz, and Krzysztof Czarnecki
(University of Waterloo, Canada)
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Design Rule Spaces: A New Form of Architecture Insight
Lu Xiao, Yuanfang Cai, and Rick Kazman
(Drexel University, USA; University of Hawaii, USA; SEI, USA)
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Controlled Modeling Environment using Flexibly-Formatted Spreadsheets
Hisashi Miyashita, Hideki Tai, and Shunichi Amano
(Cybernet Systems, Japan; IBM Research, Japan)
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Feature Maintenance with Emergent Interfaces
Márcio Ribeiro, Paulo Borba, and Christian Kästner
(Federal University of Alagoas, Brazil; Federal University of Pernambuco, Brazil; Carnegie Mellon University, USA)
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Apps and Verification

Detecting Performance Anti-patterns for Applications Developed using Object-Relational Mapping
Parminder Flora, Weiyi Shang, Zhen Ming Jiang, and Ahmed E. Hassan
(Queen's University, Canada; York University, Canada; BlackBerry, Canada)
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Characterizing and Detecting Performance Bugs for Smartphone Applications
Yepang Liu, Chang Xu, and Shing-Chi Cheung
(Hong Kong University of Science and Technology, China; Nanjing University, China)
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Checking App Behavior Against App Descriptions
Alessandra Gorla, Ilaria Tavecchia, Florian Gross, and Andreas Zeller
(Saarland University, Germany)
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AsDroid: Detecting Stealthy Behaviors in Android Applications by User Interface and Program Behavior Contradiction
Jianjun Huang, Xiangyu Zhang, Lin Tan, Peng Wang, and Bin Liang
(Purdue University, USA; University of Waterloo, Canada; Renmin University of China, China)
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Symbolic Execution

Patch Verification via Multiversion Interprocedural Control Flow Graphs
Wei Le and Shannon D. Pattison
(Rochester Institute of Technology, USA)
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Property Differencing for Incremental Checking
Guowei Yang, Sarfraz Khurshid, Suzette Person, and Neha Rungta
(Texas State University, USA; University of Texas at Austin, USA; NASA Langley Research Center, USA; NASA Ames Research Center, USA)
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Symbolic Assume-Guarantee Reasoning through BDD Learning
Fei He, Bow-Yaw Wang, Liangze Yin, and Lei Zhu
(Tsinghua University, China; Academia Sinica, Taiwan)
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Enhancing Symbolic Execution with Veritesting
Thanassis Avgerinos, Alexandre Rebert, Sang Kil Cha, and David Brumley
(Carnegie Mellon University, USA)
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Refactoring and Reverse Engineering

Manual Refactoring Changes with Automated Refactoring Validation
Xi Ge and Emerson Murphy-Hill
(North Carolina State University, USA)
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Alternate Refactoring Paths Reveal Usability Problems
Mohsen Vakilian and Ralph E. Johnson
(University of Illinois at Urbana-Champaign, USA)
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A Study and Toolkit for Asynchronous Programming in C#
Semih Okur, David L. Hartveld, Danny Dig, and Arie van Deursen
(University of Illinois at Urbana-Champaign, USA; Delft University of Technology, Netherlands; Oregon State University, USA)
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Reuse-Oriented Reverse Engineering of Functional Components from X86 Binaries
Dohyeong Kim, William N. Sumner, Xiangyu Zhang, Dongyan Xu, and Hira Agrawal
(Purdue University, USA; Simon Fraser University, Canada; Applied Communications Sciences, USA)
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