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Simaremare, M. & Edison, H. (2024). AI Assistant to Improve Experimentation in Software Startups Using Large Language Model and Prompt Engineering. In: Saltan A., Santos R., Wang X., Baiyere A., Peltonen E., Kemell K.-K.Saltan A., Santos R., Wang X., Baiyere A., Peltonen E., Kemell K.-K. (Ed.), CEUR Workshop Proceedings: . Paper presented at 14th International Conference on Software Business, ICSOB-C 2023, Lahti, 27 November through 29 November 2023. Technical University of Aachen, 3621
Open this publication in new window or tab >>AI Assistant to Improve Experimentation in Software Startups Using Large Language Model and Prompt Engineering
2024 (English)In: CEUR Workshop Proceedings / [ed] Saltan A., Santos R., Wang X., Baiyere A., Peltonen E., Kemell K.-K.Saltan A., Santos R., Wang X., Baiyere A., Peltonen E., Kemell K.-K., Technical University of Aachen , 2024, Vol. 3621Conference paper, Published paper (Refereed)
Abstract [en]

Software startup is a unique type of company with unique characteristics. On the one hand, they must offer innovative products appealing to customers to generate revenue and survive, but on the other hand, they are limited in resources, time, and experience. During the new product development, it is important to experiment with their original ideas. However, doing a meaningful experiment requires resources and challenges. A study on failed software startups shows that, despite its importance, many software startups skipped or did not experiment with their ideas. The study identifies 25 inhibitors spread in five experimentation stages. In the last few years, Large Language Models (LLMs) have become a popular technology. The advancement of LLM has made it adopted into many parts of the software development cycle. Studies show that LLM also has been used to generate new innovative product ideas and to manage innovation. However, there is no investigation into the possibility of utilizing the power of LLM to help software startups do experimentation. Interactions to an LLM are done through prompts. During the interaction or session, a user will send one or more prompts in a zero-, one-, or few-shots to an LLM agent. Unfortunately, learning and using prompts effectively requires time and resources, things that software startups are scarce with. In this project, we aim to help improve the experimentation process and address the inhibitors by leveraging the power of LLMs. There are five initial research questions and studies planned in the project. In the first step, we will investigate current experimentation practices, challenges, inhibitors, and the strategies used to circumvent them. Secondly, we will investigate how AI has been used in today's experimentation. Then, we will investigate the set of measurements available to measure the success of an experiment. The next step is to investigate how to support experimentation using LLMs followed by a validation sequence. The first form of support is a prompt guidebook to help software startups use an LLM agent to help their experimentation. The second form is an LLM-based assistant tailored specifically to guide the experimentation process. © 2006 Gesellschaft für Informatik, Bonn.

Place, publisher, year, edition, pages
Technical University of Aachen, 2024
Series
CEUR Workshop Proceedings, E-ISSN 1613-0073
Keywords
experimentation, large language model, prompt engineering, Software startup, startup, Software agents, Software design, Innovative product, Language model, Model agents, New product development, Power, Product development
National Category
Software Engineering
Identifiers
urn:nbn:se:bth-25970 (URN)2-s2.0-85183887388 (Scopus ID)
Conference
14th International Conference on Software Business, ICSOB-C 2023, Lahti, 27 November through 29 November 2023
Funder
ELLIIT - The Linköping‐Lund Initiative on IT and Mobile Communications
Available from: 2024-02-16 Created: 2024-02-16 Last updated: 2024-02-16Bibliographically approved
Edison, H., Melegati, J. & Bjarnason, E. (2024). Experimentation in Early-Stage Video Game Startups: Practices and Challenges. In: Sami Hyrynsalmi, Jürgen Münch, Kari Smolander, Jorge Melegati (Ed.), Software Business: . Paper presented at 14th International Conference on Software Business, ICSOB 2023, Lahti, 27 November through 29 November 2023 (pp. 360-366). Springer Science+Business Media B.V.
Open this publication in new window or tab >>Experimentation in Early-Stage Video Game Startups: Practices and Challenges
2024 (English)In: Software Business / [ed] Sami Hyrynsalmi, Jürgen Münch, Kari Smolander, Jorge Melegati, Springer Science+Business Media B.V., 2024, p. 360-366Conference paper, Published paper (Refereed)
Abstract [en]

Experimentation has been considered critical for successful software product and business development, including in video game startups. Video game startups need “wow” qualities that distinguish them from the competition. Thus, they need to continuously experiment to find these qualities before running out of time and resources. In this study, we aimed to explore how these companies perform experimentation. We interviewed four co-founders of video game startups. Our findings identify six practices, or scenarios, through which video game startups conduct experiments and challenges associated with these. The initial results could inform these startups about the possibilities and challenges and guide future research. © The Author(s) 2024.

Place, publisher, year, edition, pages
Springer Science+Business Media B.V., 2024
Series
Lecture Notes in Business Information Processing, ISSN 1865-1348, E-ISSN 1865-1356 ; 500
Keywords
challenges, experimentation, gaming startups, video game startups, Interactive computer graphics, Business development, Challenge, Gaming startup, Software business, Software product development, Video game startup, Video-games, Human computer interaction
National Category
Software Engineering
Identifiers
urn:nbn:se:bth-26074 (URN)10.1007/978-3-031-53227-6_25 (DOI)001264471100025 ()2-s2.0-85188715223 (Scopus ID)9783031532269 (ISBN)
Conference
14th International Conference on Software Business, ICSOB 2023, Lahti, 27 November through 29 November 2023
Funder
ELLIIT - The Linköping‐Lund Initiative on IT and Mobile Communications
Available from: 2024-04-05 Created: 2024-04-05 Last updated: 2024-08-23Bibliographically approved
Khanna, D., Edison, H., Nguyen-Duc, A. & Kemell, K.-K. (2024). Software Companies' Responses to Hybrid Working. In: Proceedings of the Euromicro Conference on Software Engineering and Advanced Applications, EUROMICRO-SEAA: . Paper presented at 50th Euromicro Conference on Software Engineering and Advanced Applications, Paris, AUG 28-30, 2024 (pp. 244-251). Institute of Electrical and Electronics Engineers (IEEE)
Open this publication in new window or tab >>Software Companies' Responses to Hybrid Working
2024 (English)In: Proceedings of the Euromicro Conference on Software Engineering and Advanced Applications, EUROMICRO-SEAA, Institute of Electrical and Electronics Engineers (IEEE), 2024, p. 244-251Conference paper, Published paper (Refereed)
Abstract [en]

[Context]: The COVID-19 pandemic has disrupted the global market and workplace landscape. As a response, hybrid work situations have become popular in the software business sector. This way of working has an impact on software companies.

[Objective]: This study investigates software companies' responses to hybrid working. [Method]: We conducted a large-scale survey to achieve our objective. Our results are based on a qualitative analysis of 124 valid responses.

[Results]: The main result of our study is a taxonomy of software companies' impacts on hybrid working at individual, team and organisation levels. We found higher positive responses at individual and organisational levels than negative responses. At the team level, both positive and negative impacts obtained a uniform number of responses.

[Conclusion]: The results indicate that hybrid working became credible with the wave of COVID-19, with 83 positive responses outweighing the 41 negative responses. Software company respondents witnessed better work-life balance, productivity, and efficiency in hybrid working.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2024
Series
Euromicro Conference on Software Engineering and Advanced Applications, ISSN 2640-592X
Keywords
Flexible work, Hybrid Work, Remote work, Work From Home (WFH), Online Work
National Category
Software Engineering Work Sciences
Identifiers
urn:nbn:se:bth-27584 (URN)10.1109/SEAA64295.2024.00045 (DOI)001413352200035 ()2-s2.0-85218628929 (Scopus ID)9798350380279 (ISBN)9798350380262 (ISBN)
Conference
50th Euromicro Conference on Software Engineering and Advanced Applications, Paris, AUG 28-30, 2024
Funder
ELLIIT - The Linköping‐Lund Initiative on IT and Mobile Communications
Available from: 2025-03-07 Created: 2025-03-07 Last updated: 2025-03-07Bibliographically approved
Simaremare, M. & Edison, H. (2024). The State of Generative AI Adoption from Software Practitioners' Perspective: An Empirical Study. In: Proceedings of the Euromicro Conference on Software Engineering and Advanced Applications, EUROMICRO-SEAA: . Paper presented at 50th Euromicro Conference on Software Engineering and Advanced Applications, Paris, AUG 28-30, 2024 (pp. 106-113). Institute of Electrical and Electronics Engineers (IEEE)
Open this publication in new window or tab >>The State of Generative AI Adoption from Software Practitioners' Perspective: An Empirical Study
2024 (English)In: Proceedings of the Euromicro Conference on Software Engineering and Advanced Applications, EUROMICRO-SEAA, Institute of Electrical and Electronics Engineers (IEEE), 2024, p. 106-113Conference paper, Published paper (Refereed)
Abstract [en]

Context: Generative AI (GenAI) brings new opportunities to the software industry and the digital economy in a broader context.

Objective: This study aimed to explore and capture the practitioners' perception of GenAI adoption in the fast-paced software industry in the context of developing countries. Method: We conducted online focus group discussions with 18 practitioners from various roles to collect qualitative data. The practitioners have an average of 7.8 years of working experience and have used GenAI for over a year. We employed thematic analysis and the Human-AI Collaboration and Adaptation Framework (HACAF) to identify the influencing factors of GenAI adoption, such as awareness, use cases, and challenges.

Results: The adoption of GenAI technology is evident from practitioners. We identified 22 practical use cases, three of which were novel, i.e., contextualizing solutions, assisting the internal audit process, and benchmarking the internal software development process. We also discovered seven key challenges associated with the GenAI adoption, two of which were novel, namely, no matching use cases and unforeseen benefits. These challenges slow GenAI adoption and potentially hinder developing countries from entering a high-skill industry.

Conclusion: While the adoption of GenAI technology is promising, industry-academia collaboration is needed to find solutions and strategies to address the challenges and maximize its potential benefits.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2024
Series
Euromicro Conference on Software Engineering and Advanced Applications, ISSN 2640-592X
Keywords
Generative AI, software industry, software practitioner, developing country
National Category
Software Engineering Information Systems
Identifiers
urn:nbn:se:bth-27585 (URN)10.1109/SEAA64295.2024.00024 (DOI)001413352200014 ()2-s2.0-85218627594 (Scopus ID)9798350380279 (ISBN)9798350380262 (ISBN)
Conference
50th Euromicro Conference on Software Engineering and Advanced Applications, Paris, AUG 28-30, 2024
Funder
ELLIIT - The Linköping‐Lund Initiative on IT and Mobile Communications
Available from: 2025-03-07 Created: 2025-03-07 Last updated: 2025-03-10Bibliographically approved
Nguyen‐Duc, A., Khanna, D., Le, G. H., Greer, D., Wang, X., Zaina, L. M., . . . Abrahamsson, P. (2024). Work‐from‐home impacts on software project: A global study on software development practices and stakeholder perceptions. Software, practice & experience, 54(5), 896-926
Open this publication in new window or tab >>Work‐from‐home impacts on software project: A global study on software development practices and stakeholder perceptions
Show others...
2024 (English)In: Software, practice & experience, ISSN 0038-0644, E-ISSN 1097-024X, Vol. 54, no 5, p. 896-926Article in journal (Refereed) Published
Abstract [en]

Context:

The COVID-19 pandemic has had a disruptive impact on how people work and collaborate across all global economic sectors, including software business. While remote working is not new for software engineers, forced WFH situations come with both limitations and opportunities. As the ‘new normal’ for working might be based on the current state of Work-from-home (WFH), it is useful to understand what has happened and learn from that.

Objective:

This study aims to gain insights into how their WFH arrangement impacts project management and software engineering. We are also interested in exploring these impacts in different contexts, such as startups and established companies.

Method:

We conducted a global-scale, cross-sectional survey during the spring and summer 2021. Our results are based on quantitative and qualitative analysis of 297 valid responses.

Results:

We characterize the profile of WFH in both spatial and temporal aspects, together with a set of common collaborative tools and coordination and control mechanisms. We revealed some areas of project management that are relatively more challenging during WFH situations, such as coordination, communication and project planning. We also revealed a mixed picture of the perceived impact of WFH on different software engineering activities.

Conclusion:

WFH is a situational phenomenon which can have both negative and positive impact on software teams. For practitioners, we suggest a unified approach to consider the context of WFH, collaborative tools, associated coordination and control approaches and a process that resolve those aspects that are sensitive to physical interaction.

Place, publisher, year, edition, pages
John Wiley & Sons, 2024
Keywords
COVID-19, empirical study, project management, software engineering, work-from-home
National Category
Software Engineering
Research subject
Software Engineering
Identifiers
urn:nbn:se:bth-25833 (URN)10.1002/spe.3306 (DOI)001131509800001 ()2-s2.0-85180849076 (Scopus ID)
Available from: 2023-12-29 Created: 2023-12-29 Last updated: 2024-06-12Bibliographically approved
Wang, X., Edison, H., Khanna, D. & Rafiq, U. (2023). How Many Papers Should You Review?: A Research Synthesis of Systematic Literature Reviews in Software Engineering. In: International Symposium on Empirical Software Engineering and Measurement: . Paper presented at 17th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, ESEM 2023, New Orleans, 26 October through 27 October 2023. IEEE Computer Society
Open this publication in new window or tab >>How Many Papers Should You Review?: A Research Synthesis of Systematic Literature Reviews in Software Engineering
2023 (English)In: International Symposium on Empirical Software Engineering and Measurement, IEEE Computer Society, 2023Conference paper, Published paper (Refereed)
Abstract [en]

[Context] Systematic Literature Review (SLR) has been a major type of study published in Software Engineering (SE) venues for about two decades. However, there is a lack of understanding of whether an SLR is really needed in comparison to a more conventional literature review. Very often, SE researchers embark on an SLR with such doubts. We aspire to provide more understanding of when an SLR in SE should be conducted. [Objective] The first step of our investigation was focused on the dataset, i.e., the reviewed papers, in an SLR, which indicates the development of a research topic or area. The objective of this step is to provide a better understanding of the characteristics of the datasets of SLRs in SE. [Method] A research synthesis was conducted on a sample of 170 SLRs published in top-tier SE journals. We extracted and analysed the quantitative attributes of the datasets of these SLRs. [Results] The findings show that the median size of the datasets in our sample is 57 reviewed papers, and the median review period covered is 14 years. The number of reviewed papers and review period have a very weak and non-significant positive correlation. [Conclusions] The results of our study can be used by SE researchers as an indicator or benchmark to understand whether an SLR is conducted at a good time. © 2023 IEEE.

Place, publisher, year, edition, pages
IEEE Computer Society, 2023
Series
International Symposium on Empirical Software Engineering and Measurement, ISSN 1949-3770, E-ISSN 1949-3789
Keywords
Methodological Study, Research Synthesis, SLR, Software Engineering, Systematic Literature Review, Paper, Literature reviews, Methodological studies, Positive correlations, Quantitative attributes, Research areas, Research topics, Software engineering journals
National Category
Software Engineering
Identifiers
urn:nbn:se:bth-25783 (URN)10.1109/ESEM56168.2023.10304863 (DOI)2-s2.0-85178657649 (Scopus ID)9781665452236 (ISBN)
Conference
17th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, ESEM 2023, New Orleans, 26 October through 27 October 2023
Funder
ELLIIT - The Linköping‐Lund Initiative on IT and Mobile Communications
Available from: 2023-12-15 Created: 2023-12-15 Last updated: 2023-12-15Bibliographically approved
Hidayati, A., Ismail, I. E., Yuly, A. R. & Edison, H. (2022). Games for Scrum Team Collaboration in the Global Software Development Environment: A Literature Review. In: 7th International Conference on Informatics and Computing, ICIC 2022: . Paper presented at 7th International Conference on Informatics and Computing, ICIC 2022, Online, 8 December through 9 December 2022. Institute of Electrical and Electronics Engineers (IEEE)
Open this publication in new window or tab >>Games for Scrum Team Collaboration in the Global Software Development Environment: A Literature Review
2022 (English)In: 7th International Conference on Informatics and Computing, ICIC 2022, Institute of Electrical and Electronics Engineers (IEEE), 2022Conference paper, Published paper (Refereed)
Abstract [en]

Software development companies commonly use Global Software Development (GSD) in their industry. A competent Scrum team supports the success of the GSD project. This research aims to identify the game components in the form of types, elements, and technologies that contribute to building experience for the Scrum team in a GSD environment. We used a Systematic Literature Review (SLR) with the Kitchenham and snowball method. From the 12 papers, we concluded that none of the games specifically focused on the competence of the Scrum team at GSD. The SLR results also identify ten game elements and technologies as a reference for game development to meet the challenges in GSD. The conclusion is that there are still great opportunities to develop a game that can improve the competence of the GSD Scrum team. Game development should refer to elements and identified technologies. © 2022 IEEE.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2022
Keywords
competence, game, global software development, scrum, systematic literature review, Game development, Literature reviews, Scra, Software development projects, Software-development environments, Team collaboration, Software design
National Category
Software Engineering
Identifiers
urn:nbn:se:bth-24277 (URN)10.1109/ICIC56845.2022.10006999 (DOI)2-s2.0-85146943534 (Scopus ID)9798350345711 (ISBN)
Conference
7th International Conference on Informatics and Computing, ICIC 2022, Online, 8 December through 9 December 2022
Available from: 2023-02-10 Created: 2023-02-10 Last updated: 2023-02-10Bibliographically approved
Edison, H. & Petrik, D. (2022). ICSOB Poster Track 2022 Preface. In: CEUR Workshop Proceedings: . Paper presented at 13th International Conference on Software Business Companion, ICSOB-C 2022, Bolzano, 8 November through 11 November 2022. CEUR-WS, 3316
Open this publication in new window or tab >>ICSOB Poster Track 2022 Preface
2022 (English)In: CEUR Workshop Proceedings, CEUR-WS , 2022, Vol. 3316Conference paper, Published paper (Other academic)
Place, publisher, year, edition, pages
CEUR-WS, 2022
National Category
Software Engineering
Identifiers
urn:nbn:se:bth-24244 (URN)2-s2.0-85146288346 (Scopus ID)
Conference
13th International Conference on Software Business Companion, ICSOB-C 2022, Bolzano, 8 November through 11 November 2022
Note

Editorial

Available from: 2023-01-27 Created: 2023-01-27 Last updated: 2023-01-27Bibliographically approved
Tkalich, A. & Edison, H. (2022). On the Characteristics of Internal Software Startups. In: Software Business: . Paper presented at 13th International Conference on Software Business, ICSOB 2022, Bolzano, 8 November through 11 November 2022 (pp. 320-327). Springer Science+Business Media B.V.
Open this publication in new window or tab >>On the Characteristics of Internal Software Startups
2022 (English)In: Software Business, Springer Science+Business Media B.V., 2022, p. 320-327Conference paper, Published paper (Refereed)
Abstract [en]

In recent years, more attention has been given to internal software startups in practice and in research alike, yet the concept is not fully understood. Nor is it clear whether or not it significantly differs from stand-alone software startup, and if yes, then how. In this position paper, we propose to conceptualize internal software startups as a hybrid of two related concepts: stand-alone software startup and internal corporate venture (ICV). We derive characteristics of the both concepts from the earlier literature and use our previous research on internal software startups to uncover the differences and the similarities across the three concepts. © 2022, The Author(s).

Place, publisher, year, edition, pages
Springer Science+Business Media B.V., 2022
Series
Lecture Notes in Business Information Processing, ISSN 1865-1348, E-ISSN 1865-1356 ; 463
Keywords
Innovation, Internal corporate venture, Internal software startup, Lean Startup, Software Startup, Internal corporate ventures, Position papers, Stand-alone software
National Category
Software Engineering
Identifiers
urn:nbn:se:bth-24054 (URN)10.1007/978-3-031-20706-8_22 (DOI)2-s2.0-85142757492 (Scopus ID)9783031207051 (ISBN)
Conference
13th International Conference on Software Business, ICSOB 2022, Bolzano, 8 November through 11 November 2022
Funder
The Research Council of Norway, 309631The Research Council of Norway, 309344
Note

open access

Available from: 2022-12-12 Created: 2022-12-12 Last updated: 2025-02-14Bibliographically approved
Hansen, K., Osmanovic, A., Klerens, B. & Edison, H. (2022). The Evolution of Software Startup Research: A Survey of Literature. In: Carroll N., Nguyen-Duc A., Wang X., Stray V. (Ed.), Software Business: . Paper presented at 13th International Conference on Software Business, ICSOB 2022, Bolzano, 8 November through 11 November 2022 (pp. 304-319). Springer Science+Business Media B.V.
Open this publication in new window or tab >>The Evolution of Software Startup Research: A Survey of Literature
2022 (English)In: Software Business / [ed] Carroll N., Nguyen-Duc A., Wang X., Stray V., Springer Science+Business Media B.V., 2022, p. 304-319Conference paper, Published paper (Refereed)
Abstract [en]

The software startup research area has grown rapidly in the recent years. It is widely known that building software startups are challenging endeavors, and the failure rate is high. However, the fascinating phenomenon keeps getting interest from academics to address those challenges, due to the potential of software startups as an effective way for disruptive innovation. The aim of this study is to provide an update on the evolution of the software startup research area through a systematic mapping study. Our contributions are two-fold. First, we provide a mapping of current research in software startups in terms of contributing disciplines and research methods and theories used. The second contribution is the identification of two new and emerging research streams termed Software Startup Education and Ethics in Software Startups. Furthermore, the findings allow us to update the research agenda and provide new examples of research questions to advance the software startup research area. © 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.

Place, publisher, year, edition, pages
Springer Science+Business Media B.V., 2022
Series
Lecture Notes in Business Information Processing, ISSN 1865-1348, E-ISSN 1865-1356 ; 463
Keywords
Software startup research, Software startups, Systematic mapping study, Failure rate, 'current, Building softwares, Disruptive innovations, Fascinating phenomena, Research areas, Research method, Software startup, Systematic mapping studies, Mapping
National Category
Software Engineering
Identifiers
urn:nbn:se:bth-24057 (URN)10.1007/978-3-031-20706-8_21 (DOI)2-s2.0-85142731232 (Scopus ID)9783031207051 (ISBN)
Conference
13th International Conference on Software Business, ICSOB 2022, Bolzano, 8 November through 11 November 2022
Available from: 2022-12-08 Created: 2022-12-08 Last updated: 2022-12-09Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-9494-8059

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