Cecil: A Sequencing Constraint Language for Automatic Static Analysis Generation
IEEE Transactions on Software Engineering
Visualizing interactions in program executions
ICSE '97 Proceedings of the 19th international conference on Software engineering
Experiments of the effectiveness of dataflow- and controlflow-based test adequacy criteria
ICSE '94 Proceedings of the 16th international conference on Software engineering
Dynamically Discovering Likely Program Invariants to Support Program Evolution
IEEE Transactions on Software Engineering - Special issue on 1999 international conference on software engineering
Detecting implied scenarios in message sequence chart specifications
Proceedings of the 8th European software engineering conference held jointly with 9th ACM SIGSOFT international symposium on Foundations of software engineering
POPL '02 Proceedings of the 29th ACM SIGPLAN-SIGACT symposium on Principles of programming languages
LSCs: Breathing Life into Message Sequence Charts
Formal Methods in System Design
Multiple instances and symbolic variables in executable sequence charts
OOPSLA '02 Proceedings of the 17th ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Scenario-Based Monitoring and Testing of Real-Time UML Models
«UML» '01 Proceedings of the 4th International Conference on The Unified Modeling Language, Modeling Languages, Concepts, and Tools
Come, Let's Play: Scenario-Based Programming Using LSC's and the Play-Engine
Come, Let's Play: Scenario-Based Programming Using LSC's and the Play-Engine
Perracotta: mining temporal API rules from imperfect traces
Proceedings of the 28th international conference on Software engineering
Mining object behavior with ADABU
Proceedings of the 2006 international workshop on Dynamic systems analysis
QUARK: Empirical Assessment of Automaton-based Specification Miners
WCRE '06 Proceedings of the 13th Working Conference on Reverse Engineering
From multi-modal scenarios to code: compiling LSCs into aspectJ
Proceedings of the 14th ACM SIGSOFT international symposium on Foundations of software engineering
Efficient mining of iterative patterns for software specification discovery
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining API patterns as partial orders from source code: from usage scenarios to specifications
Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
Mining modal scenario-based specifications from execution traces of reactive systems
Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering
FMCAD '07 Proceedings of the Formal Methods in Computer Aided Design
Automatic generation of software behavioral models
Proceedings of the 30th international conference on Software engineering
Capturing overlapping, triggered, and preemptive collaborations using MSCs
FASE'03 Proceedings of the 6th international conference on Fundamental approaches to software engineering
Check it out: on the efficient formal verification of live sequence charts
CAV'06 Proceedings of the 18th international conference on Computer Aided Verification
Temporal logic for scenario-based specifications
TACAS'05 Proceedings of the 11th international conference on Tools and Algorithms for the Construction and Analysis of Systems
Hierarchical inter-object traces for specification mining
Companion to the 23rd ACM SIGPLAN conference on Object-oriented programming systems languages and applications
Specification mining of symbolic scenario-based models
Proceedings of the 8th ACM SIGPLAN-SIGSOFT workshop on Program analysis for software tools and engineering
Automatic steering of behavioral model inference
Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
LM: a miner for scenario-based specifications
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 2
Scenario-based and value-based specification mining: better together
Proceedings of the IEEE/ACM international conference on Automated software engineering
Mining message sequence graphs
Proceedings of the 33rd International Conference on Software Engineering
Specification mining in concurrent and distributed systems
Proceedings of the 33rd International Conference on Software Engineering
Specification mining in concurrent and distributed systems
Proceedings of the 33rd International Conference on Software Engineering
A Compiler for Multimodal Scenarios: Transforming LSCs into AspectJ
ACM Transactions on Software Engineering and Methodology (TOSEM)
Software and Systems Modeling (SoSyM)
An abstraction-refinement framework for trigger querying
SAS'11 Proceedings of the 18th international conference on Static analysis
Graph-based pattern-oriented, context-sensitive source code completion
Proceedings of the 34th International Conference on Software Engineering
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We present and investigate the problem of mining scenario-based triggers and effects from execution traces, in the framework of Damm and Harel's live sequence charts (LSC); a visual, modal, scenario-based, inter-object language. Given a 'trigger scenario', we extract LSCs whose pre-chart is equivalent to the given trigger; dually, given an 'effect scenario', we extract LSCs whose main-chart is equivalent to the given effect. Our algorithms use data mining methods to provide significant sound and complete results modulo user-defined thresholds. Both the input trigger and effect scenarios, and the resulting candidate modal scenarios, are represented and visualized using a UML2- compliant variant of LSC. Thus, existing modeling tools can be used both to specify the input for the miner and to exploit its output. Experiments performed with several applications show promising results.