Skip to main content

2018 | OriginalPaper | Buchkapitel

78. AD-Reputation: A Reputation-Based Approach to Support Effort Estimation

verfasst von : Cláudio A. S. Lélis, Marcos A. Miguel, Marco Antônio P. Araújo, José Maria N. David, Regina Braga

Erschienen in: Information Technology - New Generations

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Estimating the effort on software maintenance activities is a complex task. When inaccurately accomplished, effort estimation can reduce the quality and hinder software delivery. In a scenario, in which the maintenance and evolution activities are geographically distributed, collaboration is a key issue to estimate and meet deadlines. In this vein, dealing with reputation of developers, as well as establish and promote trust among them, are factors that affect collaboration activities. This paper presents an approach aimed to support effort estimation on collaborative maintenance and evolution activities. It encompasses a model for reputation calculation, visualization elements and the integration with change request repositories. Through an experimental study, quantitative and qualitative data was collected. A statistical analysis was applied and shown that the AD-Reputation is feasible to estimate the effort spent on collaborative maintenance activities.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Rajlich, V. (2014). Software evolution and maintenance. In Proceedings of the on future of software engineering (pp. 133–144). Rajlich, V. (2014). Software evolution and maintenance. In Proceedings of the on future of software engineering (pp. 133–144).
2.
Zurück zum Zitat Audy, J. L. N., & Prikladnicki, R. (2007). Desenvolvimento Distribuído de Software. Rio de Janeiro: Elsevier. Audy, J. L. N., & Prikladnicki, R. (2007). Desenvolvimento Distribuído de Software. Rio de Janeiro: Elsevier.
3.
Zurück zum Zitat Poncin, W., & Serebrenik, A., van den Brand, M. (2011). Process mining software repositories. In Software maintenance and reengineering (CSMR), 2011 15th european conference on (pp. 5–14). Oldenburg: Carl von Ossietzky University. Poncin, W., & Serebrenik, A., van den Brand, M. (2011). Process mining software repositories. In Software maintenance and reengineering (CSMR), 2011 15th european conference on (pp. 5–14). Oldenburg: Carl von Ossietzky University.
4.
Zurück zum Zitat McConnell, S. (2006). Software estimation: Demystifying the black art. Redmond: Microsoft press. McConnell, S. (2006). Software estimation: Demystifying the black art. Redmond: Microsoft press.
5.
Zurück zum Zitat Mui, L., & Mohtashemi, M., Halberstadt, A. (2002). Notions of reputation in multi-agents systems: A review. In Proceedings of the first international joint conference on Autonomous agents and multiagent systems: Part 1 (pp. 280–287). Bologna. Mui, L., & Mohtashemi, M., Halberstadt, A. (2002). Notions of reputation in multi-agents systems: A review. In Proceedings of the first international joint conference on Autonomous agents and multiagent systems: Part 1 (pp. 280–287). Bologna.
6.
Zurück zum Zitat Wang, Yi., & Redmiles, D. (2013). Understanding cheap talk and the emergence of trust in global software engineering: an evolutionary game theory perspective. CHASE (pp. 149–152). Wang, Yi., & Redmiles, D. (2013). Understanding cheap talk and the emergence of trust in global software engineering: an evolutionary game theory perspective. CHASE (pp. 149–152).
7.
Zurück zum Zitat Lélis, C. A. S., Araújo, M. A. P., David, J. M. N., Carneiro, G. de F. (2016). Investigating reputation in collaborative software maintenance: A study based on systematic mapping. In Information technology: New generations, 13th international conference on information technology (pp.615–627). Org. Springer International Publishing. Lélis, C. A. S., Araújo, M. A. P., David, J. M. N., Carneiro, G. de F. (2016). Investigating reputation in collaborative software maintenance: A study based on systematic mapping. In Information technology: New generations, 13th international conference on information technology (pp.615–627). Org. Springer International Publishing.
8.
Zurück zum Zitat Trainer, E. H., & Redmiles, D. F. (2012). Foundations for the design of visualizations that support trust in distributed teams. Proceedings of international working confererence on advanced visual interfaces – AVI ‘12 (pp. 34–41). Trainer, E. H., & Redmiles, D. F. (2012). Foundations for the design of visualizations that support trust in distributed teams. Proceedings of international working confererence on advanced visual interfaces – AVI ‘12 (pp. 34–41).
9.
Zurück zum Zitat Lélis, C. A. S., Braga, R., Araújo, M. A. P., David, J. M. N. (2016). ArchiRI - uma arquitetura baseada em ontologias para a troca de informações de reputação Alternative Title : ArchiRI - An ontology-based architecture for the exchange of reputation information. XII Brazilian Symposium on Information Systerms (pp. 60–67). Florianopolis. Lélis, C. A. S., Braga, R., Araújo, M. A. P., David, J. M. N. (2016). ArchiRI - uma arquitetura baseada em ontologias para a troca de informações de reputação Alternative Title : ArchiRI - An ontology-based architecture for the exchange of reputation information. XII Brazilian Symposium on Information Systerms (pp. 60–67). Florianopolis.
10.
Zurück zum Zitat Tavares, J. F., David, J. M. N., Araújo, M. A. P., Braga, R., Campos, F., & Carneiro, G. (2015). Uma Infraestrutura baseada em Múltiplas Visões Interativas para Apoiar Evolução de Software. iSys-Revista Bras. Sist. Informação, 8(1), 65–101. Tavares, J. F., David, J. M. N., Araújo, M. A. P., Braga, R., Campos, F., & Carneiro, G. (2015). Uma Infraestrutura baseada em Múltiplas Visões Interativas para Apoiar Evolução de Software. iSys-Revista Bras. Sist. Informação, 8(1), 65–101.
11.
Zurück zum Zitat Sanger, J., & Pernul, G. (2014). Visualizing transaction context in trust and reputation systems. In Availability, reliability and security (ARES), 2014 ninth international conference on (pp. 94–103). Fribourg. Sanger, J., & Pernul, G. (2014). Visualizing transaction context in trust and reputation systems. In Availability, reliability and security (ARES), 2014 ninth international conference on (pp. 94–103). Fribourg.
12.
Zurück zum Zitat Kim, S., Lee, S., Kang, H., & Cho, J. Hybrid WOM collection and visualization method for reputation rating in online community. Indian Journal of Science and Technology, 8(18), 1–5. Kim, S., Lee, S., Kang, H., & Cho, J. Hybrid WOM collection and visualization method for reputation rating in online community. Indian Journal of Science and Technology, 8(18), 1–5.
13.
Zurück zum Zitat Bosu, A., & Carver, J. C. (2014). Impact of developer reputation on code review outcomes in OSS projects: An empirical investigation. In Proceedings of the 8th ACM/IEEE international symposium on empirical software engineering and measurement (p. 33). Torino. Bosu, A., & Carver, J. C. (2014). Impact of developer reputation on code review outcomes in OSS projects: An empirical investigation. In Proceedings of the 8th ACM/IEEE international symposium on empirical software engineering and measurement (p. 33). Torino.
14.
Zurück zum Zitat Gallardo-Valencia, R. E., Tantikul, P., Sim, S. E. (2010). Searching for reputable source code on the web. In Proceedings of the 16th ACM international conference on Supporting group work (pp. 183–186). Sanibel. Gallardo-Valencia, R. E., Tantikul, P., Sim, S. E. (2010). Searching for reputable source code on the web. In Proceedings of the 16th ACM international conference on Supporting group work (pp. 183–186). Sanibel.
15.
Zurück zum Zitat Jøsang, A., Ismail, R., & Boyd, C. (2007). A survey of trust and reputation systems for online service provision. Decision Support Systems, 43(2), 618–644.CrossRef Jøsang, A., Ismail, R., & Boyd, C. (2007). A survey of trust and reputation systems for online service provision. Decision Support Systems, 43(2), 618–644.CrossRef
16.
Zurück zum Zitat Jøsang, A., & Quattrociocchi, W. (2009). Advanced features in Bayesian reputation systems. Lecture Notes in Computer Science, 5695, 105–114.CrossRef Jøsang, A., & Quattrociocchi, W. (2009). Advanced features in Bayesian reputation systems. Lecture Notes in Computer Science, 5695, 105–114.CrossRef
17.
Zurück zum Zitat Basili, V. R., & Weiss, D. M. (1984). A methodology for collecting valid software engineering data. IEEE Transactions on Software Engineering, SE-10(6), 728–738.CrossRef Basili, V. R., & Weiss, D. M. (1984). A methodology for collecting valid software engineering data. IEEE Transactions on Software Engineering, SE-10(6), 728–738.CrossRef
18.
Zurück zum Zitat Cohn, M. (2005). Agile estimating and planning. Pearson Education. Saddle River: Prentice Hall PTR Upper. Cohn, M. (2005). Agile estimating and planning. Pearson Education. Saddle River: Prentice Hall PTR Upper.
Metadaten
Titel
AD-Reputation: A Reputation-Based Approach to Support Effort Estimation
verfasst von
Cláudio A. S. Lélis
Marcos A. Miguel
Marco Antônio P. Araújo
José Maria N. David
Regina Braga
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-54978-1_78