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  1. Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering (ESEC/FSE '09)
  2. Graph-based mining of multiple object usage patterns
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Asserting and checking determinism for multithreaded programs
Darwin: an approach for debugging evolving programs
The massification and webification of systems' modeling and simulation with virtual worlds
Backward-compatible constant-time exception-protected memory
Cross-project defect prediction: a large scale experiment on data vs. domain vs. process
Qos-driven runtime adaptation of service oriented architectures
Refactoring for reentrancy
Api hyperlinking via structural overlap
Insights from expert software design practice
Fitting the pieces together: a machine-checked model of safe composition
Debugging debugging: acm sigsoft impact paper award keynote
Facilitating software refactoring with appropriate resolution order of bad smells
Verification and performance evaluation of aadl models
Software architecture: many faces, many places, yet a central discipline
Synthesizing partial component-level behavior models from system specifications
Probabilistic environments in the quantitative analysis of (non-probabilistic) behaviour models
Engineering search computing applications: vision and challenges
DebugAdvisor: a recommender system for debugging
The challenge of pervasive software to the conventional wisdom of software engineering
Static data race detection for concurrent programs with asynchronous calls
Capturing propagation of infected program states
Automated security testing of web widget interactions
On the relationship between process maturity and geographic distribution: an empirical analysis of their impact on software quality
Automatic synthesis of behavior protocols for composable web-services
Monitoring probabilistic properties
Learning from examples to improve code completion systems
Ensuring interoperable service-oriented systems through engineered self-healing
Software change dynamics: evidence from 35 java projects
Reo2MC: a tool chain for performance analysis of coordination models
Supporting automatic model inconsistency fixing
Automatic steering of behavioral model inference
Graph-based mining of multiple object usage patterns
IQ routes and HD traffic: technology insights about tomtom's time-dynamic navigation concept
Symbolic pruning of concurrent program executions
Saturation-based testing of concurrent programs
Improving bug triage with bug tossing graphs
Data flow testing of service choreography
MSeqGen: object-oriented unit-test generation via mining source code
Improving slice accuracy by compression of data and control flow paths
Practical framework constraints
Smart views for analyzing problem reports: tool demo
Behavioral automata composition for automatic topology independent verification of parameterized systems
Sireum/Topi LDP: a lightweight semi-decision procedure for optimizing symbolic execution-based analyses
Fair and balanced?: bias in bug-fix datasets
Whitening SOA testing
Evaluating recovery aware components for grid reliability
SCA: a semantic conflict analyzer for parallel changes
Towards accurate probabilistic models using state refinement
Test case comparison and clustering using program profiles and static execution
ReCrashJ: a tool for capturing and reproducing program crashes in deployed applications
Javalanche: efficient mutation testing for Java
ConcernMorph: metrics-based detection of crosscutting patterns
Srijan: a graphical toolkit for sensor network macroprogramming

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Graph-based mining of multiple object usage patterns

Content Provider ACM Digital Library
Author Pham, Nam H. Nguyen, Tung Thanh Nguyen, Hoan Anh Nguyen, Tien N. Al-Kofahi, Jafar M.
Abstract The interplay of multiple objects in object-oriented programming often follows specific protocols, for example certain orders of method calls and/or control structure constraints among them that are parts of the intended object usages. Unfortunately, the information is not always documented. That creates long learning curve, and importantly, leads to subtle problems due to the misuse of objects. In this paper, we propose GrouMiner, a novel graph-based approach for mining the usage patterns of one or multiple objects. GrouMiner approach includes a graph-based representation for multiple object usages, a pattern mining algorithm, and an anomaly detection technique that are efficient, accurate, and resilient to software changes. Our experiments on several real-world programs show that our prototype is able to find useful usage patterns with multiple objects and control structures, and to translate them into user-friendly code skeletons to assist developers in programming. It could also detect the usage anomalies that caused yet undiscovered defects and code smells in those programs.
Starting Page 383
Ending Page 392
Page Count 10
File Format PDF
ISBN 9781605580012
DOI 10.1145/1595696.1595767
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2009-08-24
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Pattern Groum Api usage Anomaly Clone Graph mining Object usage
Content Type Text
Resource Type Article
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