Analyzing the impact of information retrieval and relevance feedback techniques on concept location tasks
Abstract: Concept location is the process by which a programmer determines the place, within a system codebase, where a change is to start in response to a modification request. It is a usual and fundamental process performed as part of software maintenance tasks such as bug fixing, refactoring, and...
- Autores:
-
Wilches Riaño, Andrés Fernando
- Tipo de recurso:
- Fecha de publicación:
- 2017
- Institución:
- Universidad Nacional de Colombia
- Repositorio:
- Universidad Nacional de Colombia
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.unal.edu.co:unal/62402
- Acceso en línea:
- https://repositorio.unal.edu.co/handle/unal/62402
http://bdigital.unal.edu.co/61512/
- Palabra clave:
- 02 Bibliotecología y ciencias de la información / Library and information sciences
62 Ingeniería y operaciones afines / Engineering
concept location
information retrieval
relebance feedback
controlled experiment
localización de conceptos
recuperación de la información
retroalimentación relevante
experimento controlado
- Rights
- openAccess
- License
- Atribución-NoComercial 4.0 Internacional
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| dc.title.spa.fl_str_mv |
Analyzing the impact of information retrieval and relevance feedback techniques on concept location tasks |
| title |
Analyzing the impact of information retrieval and relevance feedback techniques on concept location tasks |
| spellingShingle |
Analyzing the impact of information retrieval and relevance feedback techniques on concept location tasks 02 Bibliotecología y ciencias de la información / Library and information sciences 62 Ingeniería y operaciones afines / Engineering concept location information retrieval relebance feedback controlled experiment localización de conceptos recuperación de la información retroalimentación relevante experimento controlado |
| title_short |
Analyzing the impact of information retrieval and relevance feedback techniques on concept location tasks |
| title_full |
Analyzing the impact of information retrieval and relevance feedback techniques on concept location tasks |
| title_fullStr |
Analyzing the impact of information retrieval and relevance feedback techniques on concept location tasks |
| title_full_unstemmed |
Analyzing the impact of information retrieval and relevance feedback techniques on concept location tasks |
| title_sort |
Analyzing the impact of information retrieval and relevance feedback techniques on concept location tasks |
| dc.creator.fl_str_mv |
Wilches Riaño, Andrés Fernando |
| dc.contributor.author.spa.fl_str_mv |
Wilches Riaño, Andrés Fernando |
| dc.contributor.spa.fl_str_mv |
Aponte Melo, Jairo Hernán |
| dc.subject.ddc.spa.fl_str_mv |
02 Bibliotecología y ciencias de la información / Library and information sciences 62 Ingeniería y operaciones afines / Engineering |
| topic |
02 Bibliotecología y ciencias de la información / Library and information sciences 62 Ingeniería y operaciones afines / Engineering concept location information retrieval relebance feedback controlled experiment localización de conceptos recuperación de la información retroalimentación relevante experimento controlado |
| dc.subject.proposal.spa.fl_str_mv |
concept location information retrieval relebance feedback controlled experiment localización de conceptos recuperación de la información retroalimentación relevante experimento controlado |
| description |
Abstract: Concept location is the process by which a programmer determines the place, within a system codebase, where a change is to start in response to a modification request. It is a usual and fundamental process performed as part of software maintenance tasks such as bug fixing, refactoring, and in some cases, new feature implementation. One of the recent approaches proposed to support that process augments information retrieval (IR) based concept location via an explicit relevance feedback (RF) mechanism. In this thesis, we present an Eclipse plugin that implements the IR+RF approach and a controlled experiment aimed at assessing the impact of that approach on bug fixing tasks. Within the experiment, five bug fixing tasks were performed by 40 undergraduate software engineering students. The efficiency of the participants, the completion time, and the correctness of their responses were measured. The results indicate that the IR+RF approach surpasses in effectiveness and efficiency the default searching functionalities provided by the Eclipse IDE. On the other hand, it does not reduce the completion time in bug fixing tasks. |
| publishDate |
2017 |
| dc.date.issued.spa.fl_str_mv |
2017 |
| dc.date.accessioned.spa.fl_str_mv |
2019-07-02T20:59:29Z |
| dc.date.available.spa.fl_str_mv |
2019-07-02T20:59:29Z |
| dc.type.spa.fl_str_mv |
Trabajo de grado - Maestría |
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info:eu-repo/semantics/masterThesis |
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info:eu-repo/semantics/acceptedVersion |
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Text |
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http://purl.org/redcol/resource_type/TM |
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acceptedVersion |
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https://repositorio.unal.edu.co/handle/unal/62402 |
| dc.identifier.eprints.spa.fl_str_mv |
http://bdigital.unal.edu.co/61512/ |
| url |
https://repositorio.unal.edu.co/handle/unal/62402 http://bdigital.unal.edu.co/61512/ |
| dc.language.iso.spa.fl_str_mv |
spa |
| language |
spa |
| dc.relation.ispartof.spa.fl_str_mv |
Universidad Nacional de Colombia Sede Bogotá Facultad de Ingeniería Departamento de Ingeniería de Sistemas e Industrial Departamento de Ingeniería de Sistemas e Industrial |
| dc.relation.references.spa.fl_str_mv |
Wilches Riaño, Andrés Fernando (2017) Analyzing the impact of information retrieval and relevance feedback techniques on concept location tasks. Maestría thesis, Universidad Nacional de Colombia - Sede Bogotá. |
| dc.rights.spa.fl_str_mv |
Derechos reservados - Universidad Nacional de Colombia |
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http://purl.org/coar/access_right/c_abf2 |
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Atribución-NoComercial 4.0 Internacional |
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http://creativecommons.org/licenses/by-nc/4.0/ |
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info:eu-repo/semantics/openAccess |
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Atribución-NoComercial 4.0 Internacional Derechos reservados - Universidad Nacional de Colombia http://creativecommons.org/licenses/by-nc/4.0/ http://purl.org/coar/access_right/c_abf2 |
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openAccess |
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application/pdf |
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Universidad Nacional de Colombia |
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https://repositorio.unal.edu.co/bitstream/unal/62402/1/andresfernandowilchesria%c3%b1o.2017.pdf https://repositorio.unal.edu.co/bitstream/unal/62402/2/andresfernandowilchesria%c3%b1o.2017.pdf.jpg |
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Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Aponte Melo, Jairo HernánWilches Riaño, Andrés Fernandofe82018a-7c44-4dac-9626-b5bde3dd66ea3002019-07-02T20:59:29Z2019-07-02T20:59:29Z2017https://repositorio.unal.edu.co/handle/unal/62402http://bdigital.unal.edu.co/61512/Abstract: Concept location is the process by which a programmer determines the place, within a system codebase, where a change is to start in response to a modification request. It is a usual and fundamental process performed as part of software maintenance tasks such as bug fixing, refactoring, and in some cases, new feature implementation. One of the recent approaches proposed to support that process augments information retrieval (IR) based concept location via an explicit relevance feedback (RF) mechanism. In this thesis, we present an Eclipse plugin that implements the IR+RF approach and a controlled experiment aimed at assessing the impact of that approach on bug fixing tasks. Within the experiment, five bug fixing tasks were performed by 40 undergraduate software engineering students. The efficiency of the participants, the completion time, and the correctness of their responses were measured. The results indicate that the IR+RF approach surpasses in effectiveness and efficiency the default searching functionalities provided by the Eclipse IDE. On the other hand, it does not reduce the completion time in bug fixing tasks.Resumen: La localización de conceptos es el proceso por el cual un programador determina el lugar dentro de un sistema, donde un cambio inicia en respuesta una solicitud de modificación. este es un proceso usual y fundamental que se realiza como parte de las tareas de mantenimiento de software como reparación de errores, refactorización de código y en algunos casos, implementación de nuevas características. Uno de los enfoques recientes propuestos para apoyar este proceso mejora la localización de conceptos basada en recuperación de la información (IR) a través de un mecanismo explícito de retroalimentación relevante (RF). En esta tesis nosotros presentamos un plugin de Eclipse que implementa el enfoque IR+RF y un experimento controlado destinado a evaluar el impacto de este enfoque en tareas de reparación de errores. Dentro del experimento, cinco tareas de reparación de errores fueron realizadas por 40 estudiantes del curso de ingeniería de software. Se midió la eficiencia de los participantes, el tiempo de terminación, y la correctitud de sus repuestas. Los resultados indican que el enfoque IR+RF sobrepaso en correctitud y eficiencia las funcionalidades de búsqueda proporcionadas por defecto por el IDE Eclipse- Por otro lado, no se reduce el tiempo de terminación en tareas de reparación de errores.Maestríaapplication/pdfspaUniversidad Nacional de Colombia Sede Bogotá Facultad de Ingeniería Departamento de Ingeniería de Sistemas e IndustrialDepartamento de Ingeniería de Sistemas e IndustrialWilches Riaño, Andrés Fernando (2017) Analyzing the impact of information retrieval and relevance feedback techniques on concept location tasks. Maestría thesis, Universidad Nacional de Colombia - Sede Bogotá.02 Bibliotecología y ciencias de la información / Library and information sciences62 Ingeniería y operaciones afines / Engineeringconcept locationinformation retrievalrelebance feedbackcontrolled experimentlocalización de conceptosrecuperación de la informaciónretroalimentación relevanteexperimento controladoAnalyzing the impact of information retrieval and relevance feedback techniques on concept location tasksTrabajo de grado - Maestríainfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/acceptedVersionTexthttp://purl.org/redcol/resource_type/TMORIGINALandresfernandowilchesriaño.2017.pdfapplication/pdf2486350https://repositorio.unal.edu.co/bitstream/unal/62402/1/andresfernandowilchesria%c3%b1o.2017.pdfe74163d0405f83cd7e71ae337ed7dbc5MD51THUMBNAILandresfernandowilchesriaño.2017.pdf.jpgandresfernandowilchesriaño.2017.pdf.jpgGenerated Thumbnailimage/jpeg4539https://repositorio.unal.edu.co/bitstream/unal/62402/2/andresfernandowilchesria%c3%b1o.2017.pdf.jpg73df3fcf4f3268ca022e8aae86df9c2aMD52unal/62402oai:repositorio.unal.edu.co:unal/624022023-04-16 23:06:11.726Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co |