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712 results on '"Tony Roy"'

63. How are decisions made in open source software communities? — Uncovering rationale from python email repositories.

Author

Sharma, Pankajeshwara Nand, Savarimuthu, Bastin Tony Roy, and Stanger, Nigel

Subjects
*OPEN source software, *PYTHON programming language, *PYTHONS, *NATURAL language processing, *GROUP decision making, *DECISION making
Abstract

Group decision‐making (GDM) processes shape the evolution of open source software (OSS) products, thus playing an important role in the governance of open source software communities. While these GDM processes have attracted the attention of researchers, the rationale behind decisions, that is, how decisions are made that enhance the OSS, have not received much attention. This work bridges this gap by extracting these rationales from a large open source repository comprising 1.55 million emails available in Python development archives. This work makes a methodological contribution by presenting a heuristics‐based rationale extraction system called Rationale Miner that employs information retrieval, natural language processing, and heuristics‐based techniques. Using these techniques, it extracts the rationale behind specific decisions (for example, whether a new module was added based on core developer consensus or a benevolent dictator's pronouncement). This work unearths 11 such rationales behind decisions in the Python community and thus makes a knowledge contribution. It also analyzes the prevalence of these rationales across all PEPs and three sub‐types of PEPs: Process, Informational, and Standard Track PEPs. The effectiveness of our contributions has been positively evaluated using quantitative and qualitative approaches (e.g., comparison against baselines for rationale identification showed up to 47% improvement in the most conservative case, and feedback from the Python steering committee showed the accurate identification of rationales respectively). The approach proposed in this work can be used and extended to discover the rationale behind decisions that remain hidden in communication repositories of other OSS projects, which will make the decision‐making (DM) process transparent to stakeholders and encourage decision‐makers to be more accountable. [ABSTRACT FROM AUTHOR]

Published
2024
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83. Generalising Social Structure Using Interval Type-2 Fuzzy Sets

Author

Frantz, Christopher K., Savarimuthu, Bastin Tony Roy, Purvis, Martin K., Nowostawski, Mariusz, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Baldoni, Matteo, editor, Chopra, Amit K., editor, Son, Tran Cao, editor, Hirayama, Katsutoshi, editor, and Torroni, Paolo, editor

Published
2016
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89. nADICO: A Nested Grammar of Institutions

Author

Frantz, Christopher, Purvis, Martin K., Nowostawski, Mariusz, Savarimuthu, Bastin Tony Roy, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Boella, Guido, editor, Elkind, Edith, editor, Savarimuthu, Bastin Tony Roy, editor, Dignum, Frank, editor, and Purvis, Martin K., editor

Published
2013
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90. Social Norm Recommendation for Virtual Agent Societies

Author

Savarimuthu, Bastin Tony Roy, Padget, Julian, Purvis, Maryam A., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Boella, Guido, editor, Elkind, Edith, editor, Savarimuthu, Bastin Tony Roy, editor, Dignum, Frank, editor, and Purvis, Martin K., editor

Published
2013
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96. Modeling the Effects of Personality on Team Formation in Self-assembly Teams

Author

Farhangian, Mehdi, Purvis, Martin K., Purvis, Maryam, Savarimuthu, Bastin Tony Roy, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Chen, Qingliang, editor, Torroni, Paolo, editor, Villata, Serena, editor, Hsu, Jane, editor, and Omicini, Andrea, editor

Published
2015
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97. Dynamic Coalition Formation in Energy Micro-Grids

Author

Yasir, Muhammad, Purvis, Martin, Purvis, Maryam, Savarimuthu, Bastin Tony Roy, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Chen, Qingliang, editor, Torroni, Paolo, editor, Villata, Serena, editor, Hsu, Jane, editor, and Omicini, Andrea, editor

Published
2015
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98. Modelling the Impact of Role Specialisation on Cooperative Behaviour in Historic Trader Scenarios

Author

Frantz, Christopher K., Purvis, Martin K., Savarimuthu, Bastin Tony Roy, Nowostawski, Mariusz, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Ghose, Aditya, editor, Oren, Nir, editor, Telang, Pankaj, editor, and Thangarajah, John, editor

Published
2015
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99. Improving Energy Outcomes in Dynamically Formed Micro-grid Coalitions

Author

Yasir, Muhammad, Purvis, Martin, Purvis, Maryam, Savarimuthu, Bastin Tony Roy, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Ghose, Aditya, editor, Oren, Nir, editor, Telang, Pankaj, editor, and Thangarajah, John, editor

Published
2015
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