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On negative results when using sentiment analysis tools for software engineering research

Robbert Jongeling, Proshanta Sarkar, Subhajit Datta, Alexander Serebrenik
2017 Empirical Software Engineering  
Furthermore, we evaluate the impact of the choice of a sentiment analysis tool on software engineering studies by conducting a simple study of differences in issue resolution times for positive, negative  ...  We repeat the study for seven datasets (issue trackers and STACK OVERFLOW questions) and different sentiment analysis tools and observe that the disagreement between the tools can lead to diverging conclusions  ...  Acknowledgments We are very grateful to Alessandro Murgia and Marco Ortu for making their datasets available for our study, and to Bogdan Vasilescu and reviewers of ICSME 2015 for providing feedback on  ... 
doi:10.1007/s10664-016-9493-x fatcat:wpqvm44ov5d3zctzo6mwd6cz4m

Using Personality Detection Tools for Software Engineering Research: How Far Can We Go? [article]

Fabio Calefato, Filippo Lanubile
2021 pre-print
Our results suggest a need for personality detection tools specially targeted for the software engineering domain.  ...  Engineering (SE).  ...  ACKNOWLEDGMENTS We are grateful to Filippo Lorè, Esq. for his feedback on GDPR compliance. We also thank our CS students Saverio Telera and Marco Iannotta for their help with the replications.  ... 
doi:10.1145/3491.039 arXiv:2110.05035v1 fatcat:4clu5oj2mzatljoqceeyvq3mha

Computer Go

Martin Müller
2002 Artificial Intelligence  
Along with a summary of the development of computer Go in recent years, areas for future research are pointed out.   ...  This survey describes the typical components of a Go program, and discusses knowledge representation, search methods and techniques for solving specific subproblems in this domain.  ...  for many helpful discussions, and for their valuable feedback and comments on drafts of this paper.  ... 
doi:10.1016/s0004-3702(01)00121-7 fatcat:giptz75cynb6dkrvdoztarecfq

Sentiment and Emotion in Software Engineering

Nicole Novielli, Alexander Serebrenik
2019 IEEE Software  
WE ARE GLAD to present the "Sentiment and Emotion in Software Engineering" special issue of IEEE Software.  ...  In our call for papers, we invited practice-oriented articles covering any aspect of sentiment and emotion awareness in software engineering.  ... 
doi:10.1109/ms.2019.2924013 fatcat:w2p6eomkwvhoddrt2e5dlyd6ma

What Makes a Great Software Engineer?

Paul Luo Li, Andrew J. Ko, Jiamin Zhu
2015 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering  
We interview 59 expert Microsoft software engineers to inductively understand what software engineering expertise entailed.  ...  Finally, we interview 46 expert non-software-engineers who have collaborated with software engineers to understand their perspectives.  ...  out what they already want, what they already do, what's the delta you can provide, how can you help, and then go find a simple solution to it because at the end of the day, we are a for profit company.Informants  ... 
doi:10.1109/icse.2015.335 dblp:conf/icse/LiKZ15 fatcat:kmncmxi2avhkjbdaclcvzciz2q

An architecture for software engineering gamification

Oscar Pedreira, Felix Garcia, Mario Piattini, Alejandro Cortinas, Ana Cerdeira-Pena
2020 Tsinghua Science and Technology  
We developed a gamification engine based on our proposal, and we carried out a case study in which we applied it in a real software development company.  ...  can maintain its tools, and the rewards obtained by the users for their actions in different tools will mount up.  ...  natural language; we also give a description of functionalities for sentiment analysis and interaction network analysis.  ... 
doi:10.26599/tst.2020.9010004 fatcat:yu5lzebioraplpa4alt6fb5rwu

The Game Is Not over Yet—Go in the Post-AlphaGo Era

Attila Egri-Nagy, Antti Törmänen
2020 Philosophies  
Now, we have renewed interest in the game due to new questions that emerged in this development. How far are we from perfect play? Can humans catch up? How compressible is Go knowledge?  ...  The game of Go was the last great challenge for artificial intelligence in abstract board games.  ...  Zero, Alpha Zero OGS Online-Go Server  ... 
doi:10.3390/philosophies5040037 fatcat:dsm72oixp5bdhcha7orgayrzuu

Commercial uses: Going functional on exotic trades

SIMON FRANKAU, DIOMIDIS SPINELLIS, NICK NASSUPHIS, CHRISTOPH BURGARD
2008 Journal of functional programming  
Whereas scripting languages for pricing exotic derivatives are common in banking, fpf uses multiple interpretations to not only price such trades, but also to analyse the scripts to provide lifecycle support  ...  For this analysis the trade can be compiled into an efficient representation, suitable for plugging into a Monte Carlo simulation engine.  ...  While these issues can be tackled using the standard software engineering approaches, we have yet to consider whether Haskell will provide us with any good tricks to ease these problems.  ... 
doi:10.1017/s0956796808007016 fatcat:32hjsvasg5gd3dj5ehl4byctvm

Cost-to-Go Function Approximation [chapter]

2017 Encyclopedia of Machine Learning and Data Mining  
In the following, we will assume a two-class problem with a positive and a negative class. The COVERING algorithm starts with an empty theory.  ...  Adaptations to the multi-class case are typically performed via class binarization, learning different rule sets for binary problems.  ...  See ROC Analysis for further details. Alternatively, we can obtain LR from a parametric model.  ... 
doi:10.1007/978-1-4899-7687-1_100093 fatcat:vse7ncdqs5atlosjhz7fhlj3im

The Essence Theory of Software Engineering - Large-Scale Classroom Experiences from 450+ Software Engineering BSc Students [article]

Kai-Kristian Kemell, Anh Nguyen-Duc, Xiaofeng Wang, Juhanki Risku, Pekka Abrahamsson
2018 arXiv   pre-print
In this paper, we study Essence in an educational setting to evaluate its usefulness for software engineering students while also investigating barriers to its adoption in this context.  ...  General theories such as the Essence Theory of Software Engineering can help bridge this gap by presenting software engineering students with higher-level frameworks upon which to build an understanding  ...  The definite version of the paper will be published in the proceedings of the 2018 International Conference on Product-Focused Software Process Improvement (PROFES2018).  ... 
arXiv:1809.08827v1 fatcat:43odpiuwjfbf7cwxlloexk7kl4

The Essence Theory of Software Engineering – Large-Scale Classroom Experiences from 450+ Software Engineering BSc Students [chapter]

Kai-Kristian Kemell, Anh Nguyen-Duc, Xiaofeng Wang, Juhani Risku, Pekka Abrahamsson
2018 Lecture Notes in Computer Science  
In this paper, we study Essence in an educational setting to evaluate its usefulness for software engineering students while also investigating barriers to its adoption in this context.  ...  General theories such as the Essence Theory of Software Engineering can help bridge this gap by presenting software engineering students with higher-level frameworks upon which to build an understanding  ...  Learning to construct a method out of practices is an important learning goal for software engineering education.  ... 
doi:10.1007/978-3-030-03673-7_9 fatcat:52bw7phsszaznbvwibnpl6bwnq

Agency and governance: Pokémon-Go and contested fun in public space

Benjamin Feldman
2018 Geoforum  
I take full responsibility for any errors in this paper.  ...  Thank you to the Arts and Science Program awards committee for giving me an opportunity to conduct independent research. I am also grateful for the two anonymous referees' helpful comments.  ...  " section above), are far from straightforward.  ... 
doi:10.1016/j.geoforum.2018.08.025 fatcat:zahdkotypba7lhr2rxtxxikrbq

Twego Trending: Data Analytics Based Search Engine Using Elasticsearch

Vedant Karmalkar, Et. al.
2021 Turkish Journal of Computer and Mathematics Education  
Implementing Twego forecasting analysis on Twitter data using various technologies may help businesses know how consumers talk about their product.  ...  The aim is to build a Search Engine in which , when someone will type in a query , it will return back tweets as well as do data analytics on the results and provide visualizations.  ...  There is therefore a need for a method for sentiment analysis that can extract feelings about a specific product or service.  ... 
doi:10.17762/turcomat.v12i1s.1764 fatcat:3spcftqnavhidbrwwynyvkzpsu

Number game [article]

Go Sugimoto
2017 arXiv   pre-print
It is envisaged that the paper can raise awareness of the pressing issues on objective and transparent operation of the infrastructure though Open Evaluation, and the synergy between marketing and technical  ...  It also investigates the "science of web analytics" in an attempt to document the research process for the purpose of reusability and reproducibility, thus to find universal lessons for the use of a web  ...  For instance, it is possible to examine how the users landed at a VLO record page (e.g. via internal link or search keyword "lemma", or through an external search engine) and to where they go afterwards  ... 
arXiv:1706.05089v1 fatcat:mqjsuw7i4fgg5h3xp6ujka523u

Software Engineering for Fairness: A Case Study with Hyperparameter Optimization [article]

Joymallya Chakraborty, Tianpei Xia, Fahmid M. Fahid, Tim Menzies
2019 arXiv   pre-print
We assert that it is the ethical duty of software engineers to strive to reduce software discrimination. This paper discusses how that might be done.  ...  What steps can ethical software engineers take to reduce discrimination in the software they produce?  ...  by software engineers.  ... 
arXiv:1905.05786v2 fatcat:guzj4nx7yveizlwhgwxmr6bum4
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