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Semantic clustering: Identifying topics in source code

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Indexing by latent semantic analysis
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Hypertext support for the information needs of software maintainers
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Latent Semantic Analysis for German Literature Investigation
inferredcites →https://doi.org/10.1007/978-3-476-05854-6_20openalex-snapshot
Philosophische Untersuchungen
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The visual display of quantitative information
inferredcites →https://doi.org/10.1016/b978-1-55860-639-5.x5000-7openalex-snapshot
Object-Oriented Reengineering Patterns
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A solution to Plato's problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge.
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An algorithm for suffix stripping
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Design recovery for maintenance and reuse
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An information retrieval approach for automatically constructing software libraries
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MUDABlue: An Automatic Categorization System for Open Source Repositories
inferredcites →https://doi.org/10.1109/ase.2001.989796openalex-snapshot
Identification of high-level concept clones in source code
inferredcites →https://doi.org/10.1109/csmr.2006.13openalex-snapshot
Can LSI help reconstructing requirements traceability in design and test?
inferredcites →https://doi.org/10.1109/csmr.2006.39openalex-snapshot
Package patterns for visual architecture recovery
inferredcites →https://doi.org/10.1109/csmr.2013.1openalex-snapshot
Proceedings of the 2013 17th European Conference on Software Maintenance and Reengineering (CSMR 2013)
inferredcites →https://doi.org/10.1109/icse.1998.671105openalex-snapshot
Extracting concepts from file names; a new file clustering criterion
inferredcites →https://doi.org/10.1109/icse.2003.1201194openalex-snapshot
Recovering documentation-to-source-code traceability links using latent semantic indexing
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Information retrieval models for recovering traceability links between code and documentation
inferredcites →https://doi.org/10.1109/icsm.2002.1167756openalex-snapshot
An approach to classify software maintenance requests
inferredcites →https://doi.org/10.1109/icsm.2004.1357816openalex-snapshot
Enhancing an artefact management system with traceability recovery features
inferredcites →https://doi.org/10.1109/icsm.2005.89openalex-snapshot
The conceptual cohesion of classes
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Distribution Map
inferredcites →https://doi.org/10.1109/tai.2000.889845openalex-snapshot
Using latent semantic analysis to identify similarities in source code to support program understanding
inferredcites →https://doi.org/10.1109/tse.2002.1041053openalex-snapshot
Recovering traceability links between code and documentation
inferredcites →https://doi.org/10.1109/tse.2005.14openalex-snapshot
The Class Blueprint: Visually Supporting the Understanding of Classes
inferredcites →https://doi.org/10.1109/tse.2006.3openalex-snapshot
Advancing candidate link generation for requirements tracing: the study of methods
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Nomen est omen: analyzing the language of function identifiers
inferredcites →https://doi.org/10.1109/wcre.2004.10openalex-snapshot
An information retrieval approach to concept location in source code
inferredcites →https://doi.org/10.1109/wcre.2005.16openalex-snapshot
Enriching Reverse Engineering with Semantic Clustering
inferredcites →https://doi.org/10.1137/1037127openalex-snapshot
Using Linear Algebra for Intelligent Information Retrieval
inferredcites →https://doi.org/10.1145/1081706.1081707openalex-snapshot
The story of moose
inferredcites →https://doi.org/10.1145/1095430.1081723openalex-snapshot
Moose
inferredcites →https://doi.org/10.1145/133160.133205openalex-snapshot
Automating the assignment of submitted manuscripts to reviewers
inferredcites →https://doi.org/10.1145/24634.24636openalex-snapshot
Software reuse through information retrieval
inferredcites →https://doi.org/10.1145/331499.331504openalex-snapshot
Data clustering
inferredcites →https://doi.org/10.1145/362248.362263openalex-snapshot
A computer generated aid for cluster analysis
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Proceedings of the 24th international conference on Software engineering - ICSE '02
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The Visual Display of Quantitative Information
inferredcites →https://doi.org/10.2307/1571646openalex-snapshot
The Visual Display of Quantitative Information
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The Visual Display of Quantitative Information.
inferredcites →https://doi.org/10.3758/bf03203370openalex-snapshot
Improving the retrieval of information from external sources
inferredcites →https://doi.org/10.5555/257572.257679openalex-snapshot
The concept assignment problem in program understanding
inferredcites →https://doi.org/10.5555/302163.302172openalex-snapshot
Extracting concepts from file names: a new file clustering criterion
inferredcites →https://doi.org/10.5555/776816.776866openalex-snapshot
Hipikat: recommending pertinent software development artifacts
inferredcites →https://doi.org/10.7892/boris.104498openalex-snapshot
Moose: a Collaborative and Extensible Reengineering Environment
inferredcites →https://doi.org/10.7892/boris.104565openalex-snapshot
Applying Semantic Analysis to Feature Execution Traces
inferredcites →https://doi.org/10.7892/boris.104669openalex-snapshot
The Story of Moose: an Agile Reengineering Environment

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Enhancing comprehensibility of software clustering results
inferred← citeshttps://doi.org/10.1063/5.0292690openalex-snapshot
MOIF-SAR: A multi-objective information fusion-based software architecture recovery approach
inferred← citeshttps://doi.org/10.1063/5.0292691openalex-snapshot
Do information fusion technique helps in improving quality of software architecture recovery?
inferred← citeshttps://doi.org/10.1081/e-ese-120044704openalex-snapshot
Maintenance and Evolution: Information Retrieval Applications
inferred← citeshttps://doi.org/10.1088/1742-6596/1694/1/012027openalex-snapshot
Categorization of process names
inferred← citeshttps://doi.org/10.1108/bepam-06-2016-0023openalex-snapshot
Exploring construction client values and qualities
inferred← citeshttps://doi.org/10.1109/access.2018.2870118openalex-snapshot
Directory-Based Dependency Processing for Software Architecture Recovery
inferred← citeshttps://doi.org/10.1109/access.2018.2883963openalex-snapshot
Interactive Query Reformulation for Source-Code Search With Word Relations
inferred← citeshttps://doi.org/10.1109/access.2019.2920427openalex-snapshot
Software Architecture Module-View Recovery Using Cluster Ensembles
inferred← citeshttps://doi.org/10.1109/access.2019.2931579openalex-snapshot
A Survey of Automatic Generation of Source Code Comments: Algorithms and Techniques
inferred← citeshttps://doi.org/10.1109/access.2020.3040024openalex-snapshot
Identifying Semantic Outliers of Source Code Artifacts and Their Application to Software Architecture Recovery
inferred← citeshttps://doi.org/10.1109/access.2021.3055955openalex-snapshot
A Multi-Module Based Method for Generating Natural Language Descriptions of Code Fragments
inferred← citeshttps://doi.org/10.1109/access.2026.3668840openalex-snapshot
Analyzing RISC-V Compiler Toolchain by Adopting Topic Modeling
inferred← citeshttps://doi.org/10.1109/aitest.2019.000-4openalex-snapshot
Deploying Smart Program Understanding on a Large Code Base
inferred← citeshttps://doi.org/10.1109/apsec.2013.41openalex-snapshot
Entity Disambiguation in Natural Language Text Requirements
inferred← citeshttps://doi.org/10.1109/apsec.2015.32openalex-snapshot
Labeling Feature-Oriented Software Clusters for Software Visualization Application
inferred← citeshttps://doi.org/10.1109/ase.2011.6100123openalex-snapshot
Enhancing architectural recovery using concerns
inferred← citeshttps://doi.org/10.1109/ase.2019.00061openalex-snapshot
CodeKernel: A Graph Kernel Based Approach to the Selection of API Usage Examples
inferred← citeshttps://doi.org/10.1109/ase.2019.00162openalex-snapshot
Boosting Neural Commit Message Generation with Code Semantic Analysis
inferred← citeshttps://doi.org/10.1109/ase51524.2021.9678552openalex-snapshot
Automating User Notice Generation for Smart Contract Functions
inferred← citeshttps://doi.org/10.1109/ase63991.2025.00145openalex-snapshot
Function Clustering-Based Fuzzing Termination: Toward Smarter Early Stopping
inferred← citeshttps://doi.org/10.1109/ase63991.2025.00172openalex-snapshot
Why Is My Transaction Risky? Understanding Smart Contract Semantics and Interactions in the NFT Ecosystem
inferred← citeshttps://doi.org/10.1109/bec.2010.5630880openalex-snapshot
The effect of converter control method to characteristics of traction drive
inferred← citeshttps://doi.org/10.1109/bracis.2014.56openalex-snapshot
Generating Cohesive Semantic Topics from Latent Factors
inferred← citeshttps://doi.org/10.1109/cicn56167.2022.10008344openalex-snapshot
K-mean Clustering: a case study in Yvelines, Île-de-France
inferred← citeshttps://doi.org/10.1109/cisti.2014.6876977openalex-snapshot
Towards a method to retrieving business process model from source code
inferred← citeshttps://doi.org/10.1109/clei.2017.8226440openalex-snapshot
A visualization tool to detect refactoring opportunities in SOA applications
inferred← citeshttps://doi.org/10.1109/cns56114.2022.9947243openalex-snapshot
HallMonitor: A Framework for Identifying Network Policy Violations in Software
inferred← citeshttps://doi.org/10.1109/compsac.2017.147openalex-snapshot
Incremental Annotate-Generalize-Search Framework for Interactive Source Code Comprehension
inferred← citeshttps://doi.org/10.1109/conielecomp.2012.6189940openalex-snapshot
Generation of an architecture view for web applications using a bayesian network classifier
inferred← citeshttps://doi.org/10.1109/csmr-wcre.2014.6747174openalex-snapshot
Remodularization analysis using semantic clustering
inferred← citeshttps://doi.org/10.1109/csmr-wcre.2014.6747190openalex-snapshot
NL-based query refinement and contextualized code search results: A user study
inferred← citeshttps://doi.org/10.1109/csmr.2007.50openalex-snapshot
Towards A Process-Oriented Software Architecture Reconstruction Taxonomy
inferred← citeshttps://doi.org/10.1109/csmr.2008.4493316openalex-snapshot
Package Reference Fingerprint: a Rich and Compact Visualization to Understand Package Relationships
inferred← citeshttps://doi.org/10.1109/csmr.2008.4493321openalex-snapshot
Towards Recovering Architectural Concepts Using Latent Semantic Indexing
inferred← citeshttps://doi.org/10.1109/csmr.2009.39openalex-snapshot
Establishing Traceability Links between Unit Test Cases and Units under Test
inferred← citeshttps://doi.org/10.1109/csmr.2010.36openalex-snapshot
A Probabilistic Based Approach towards Software System Clustering
inferred← citeshttps://doi.org/10.1109/csmr.2011.13openalex-snapshot
Analyzing Term Weighting Schemes for Labeling Software Clusters
inferred← citeshttps://doi.org/10.1109/csmr.2011.8openalex-snapshot
Investigating the use of lexical information for software system clustering
inferred← citeshttps://doi.org/10.1109/csmr.2012.51openalex-snapshot
Using Topic Models to Support Software Maintenance
inferred← citeshttps://doi.org/10.1109/csmr.2012.81openalex-snapshot
Web2MexADL: Discovery and Maintainability Verification of Software Systems Architecture
inferred← citeshttps://doi.org/10.1109/dasa53625.2021.9682355openalex-snapshot
Unsupervised Learning Approach for Clustering Source Code based on Functionalities
inferred← citeshttps://doi.org/10.1109/dese.2011.96openalex-snapshot
A Distributed Object Linker for Neptune Using the Eclipse Modelling Framework
inferred← citeshttps://doi.org/10.1109/digitalheritage.2018.8810105openalex-snapshot
A Digital Collection Study and Framework Exploration – Applying Textual Analysis on Source Code Collection
inferred← citeshttps://doi.org/10.1109/educon.2011.5773251openalex-snapshot
Programming plagiarism as a social phenomenon
inferred← citeshttps://doi.org/10.1109/fiti54902.2021.9833070openalex-snapshot
Neural Network-based Approach for Source Code Classification to Enhance Software Maintainability and Reusability
inferred← citeshttps://doi.org/10.1109/ic3.2014.6897203openalex-snapshot
Automatic bug labeling using semantic information from LSI
inferred← citeshttps://doi.org/10.1109/icarc54489.2022.9754084openalex-snapshot
Classifying Source Code Using Boosting Algorithms
inferred← citeshttps://doi.org/10.1109/icces.2010.5674876openalex-snapshot
Metric pictures: The approach and applications
inferred← citeshttps://doi.org/10.1109/icdew.2014.6818309openalex-snapshot
SortingHat: A framework for deep matching between classes of entities
inferred← citeshttps://doi.org/10.1109/icdim.2017.8244675openalex-snapshot
Code style analytics for the automatic setting of formatting rules in IDEs: A solution to the Tabs vs. Spaces Debate
inferred← citeshttps://doi.org/10.1109/iceccs.2017.23openalex-snapshot
Class Modularization Using Indirect Relationships
inferred← citeshttps://doi.org/10.1109/icece.2010.1079openalex-snapshot
The Monitoring System for Electric Quantity Consumed in Extruder Based on WB Electrical Transducer
inferred← citeshttps://doi.org/10.1109/icis.2014.6912159openalex-snapshot
Supporting program comprehension with program summarization
inferred← citeshttps://doi.org/10.1109/iciw.2010.93openalex-snapshot
Multi-modal CBIR Algorithm Based on Latent Semantic Indexing
inferred← citeshttps://doi.org/10.1109/icmla.2019.00081openalex-snapshot
Discovering Programmer Intention Behind Written Source Code
inferred← citeshttps://doi.org/10.1109/icmla52953.2021.00031openalex-snapshot
COCLUBERT: Clustering Machine Learning Source Code
inferred← citeshttps://doi.org/10.1109/icodse.2014.7062660openalex-snapshot
Java archives search engine using byte code as information source
inferred← citeshttps://doi.org/10.1109/icoseit60086.2024.10497512openalex-snapshot
Performance of Traditional and Dense Vector Information Retrieval Models in Code Search
inferred← citeshttps://doi.org/10.1109/icpc.2007.13openalex-snapshot
Combining Formal Concept Analysis with Information Retrieval for Concept Location in Source Code
inferred← citeshttps://doi.org/10.1109/icpc.2010.17openalex-snapshot
Using the Kleinberg Algorithm and Vector Space Model for Software System Clustering
inferred← citeshttps://doi.org/10.1109/icpc.2010.33openalex-snapshot
My Repository Runneth Over: An Empirical Study on Diversifying Data Sources to Improve Feature Search
inferred← citeshttps://doi.org/10.1109/icpc.2011.13openalex-snapshot
Clustering Support for Static Concept Location in Source Code
inferred← citeshttps://doi.org/10.1109/icpc.2012.6240485openalex-snapshot
Modeling the ownership of source code topics
inferred← citeshttps://doi.org/10.1109/icpc.2012.6240488openalex-snapshot
Using IR methods for labeling source code artifacts: Is it worthwhile?
inferred← citeshttps://doi.org/10.1109/icpc.2012.6240507openalex-snapshot
Agile software assessment (Invited paper)
inferred← citeshttps://doi.org/10.1109/icpc.2013.6613830openalex-snapshot
Automatic generation of natural language summaries for Java classes
inferred← citeshttps://doi.org/10.1109/icpc.2015.33openalex-snapshot
Unsupervised Software Categorization Using Bytecode
inferred← citeshttps://doi.org/10.1109/icpc.2016.7503704openalex-snapshot
A textual-based technique for Smell Detection
inferred← citeshttps://doi.org/10.1109/icse.2009.5070524openalex-snapshot
Automatically capturing source code context of NL-queries for software maintenance and reuse
inferred← citeshttps://doi.org/10.1109/icse.2012.6227052openalex-snapshot
Improving information retrieval-based concept location using contextual relationships
inferred← citeshttps://doi.org/10.1109/icse.2012.6227057openalex-snapshot
Using structural and semantic information to support software refactoring
inferred← citeshttps://doi.org/10.1109/icse.2012.6227177openalex-snapshot
Content classification of development emails
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