Automated Author ProfileTaibi, Davide
University of Oulu0000-0002-3210-3990
Taibi, Davide
Current S-Index
Sum of Dataset Indices for all datasets
Average Dataset Index per Dataset
Average Dataset Index per dataset
Total Datasets
Total datasets for this author
Average FAIR Score
Average FAIR Score per dataset
Total Citations
Total citations to the author's datasets
Total Mentions
Total mentions of the author's datasets
S-Index Interpretation
The S-Index (Sharing Index) is a comprehensive metric that represents the cumulative impact of all your datasets. It is calculated as the sum of Dataset Index scores across all your claimed datasets.
What it means:
- A higher S-index indicates greater overall impact of your datasets relative to typical datasets in their fields of research
- The S-Index grows as you add more datasets or as existing datasets gain more citations and mentions
- It provides a single number to track your research data impact over time
Current S-Index: 20.0 (sum of 18 datasets Dataset Index scores)
More information here.
S-Index Over Time
Cumulative Citations Over Time
Cumulative Mentions Over Time
Datasets
Sheet NameDescriptionQuerySearch strings for all sourcesWhite_Literature_ProcessScreening log — white literature (peer‑reviewed)Grey_Literature_ProcessScreening log — grey literatureExtraction_FormData Extraction Form for the selected papersAccepted_Papers_WhiteGreyMaster inclusion table with full codingFinal_CodingSee detailed description belowOpen_EndedFree‑text purposes mapped to thematic codesPublication_VenueVenue aggregationLLMModel_TableModel‑usage summary (by family/model)Detailed Sheet DescriptionsQueryContains the exact search strings used in all databases and web sources. Each query is tailored to the syntax of the specific search engine (e.g., Scopus, IEEE Xplore, ACM DL, Web of Science, Google). Used to reproduce searches in the replication process.White_Literature_ProcessScreening log for peer‑reviewed literature. Includes staged inclusion columns:Title/Abstract (T/A) screeningFull‑text screeningSnowballing inclusionQuality Assessment (QA) Each stage records independent scores from three authors.Grey_Literature_ProcessScreening log for grey literature (e.g., blogs, technical reports). Mirrors the structure of the white literature sheet with the same staged decisions and per‑reviewer columns.Accepted_Papers_WhiteGreyConsolidated table of all included studies (white and grey literature). Contains complete metadata and coded variables such as:Work Category, Type of WorkArchitecture styles/patterns, Analysis Methods, Modelling LanguagesPurpose (Direction), Purpose (LLM), Human Model InteractionRationale, LLM Models, Model Enhancements, Prompt EngineeringUse Cases, Languages, and Future ChallengesOpen_EndedMaps free‑text responses to thematic codes for qualitative analysis of purposes and trends.Publication_VenueAggregates venues of included studies, including counts and venue type (e.g., conference, journal).LLMModel_TableSummarizes LLM families and models used in the included studies. Supports figures showing model adoption trends.CodingUsed for figure and table generation.Glossary of [White/Grey] Literature Process FieldsIncluded by T/A: Inclusion at title/abstract screening stage.Included by Fullread: Inclusion after full‑text review.Included by Snowballing: Added through citation chasing.Included by QA: Passed quality assessment stage.CitationIf you use this package, please cite the accompanying MLR paper.
Authors
- Esposito, Matteo ;
- Xiaozhou, Li ;
- Moreschini, Sergio ;
- Ahmad, Noman ;
- Cerny, Tomas ;
- Vaidhyanathan, Karthik ;
- Lenarduzzi, Valentina ;
- Taibi, Davide
Sheet NameDescriptionQuerySearch strings for all sourcesWhite_Literature_ProcessScreening log — white literature (peer‑reviewed)Grey_Literature_ProcessScreening log — grey literatureExtraction_FormData Extraction Form for the selected papersAccepted_Papers_WhiteGreyMaster inclusion table with full codingFinal_CodingSee detailed description belowOpen_EndedFree‑text purposes mapped to thematic codesPublication_VenueVenue aggregationLLMModel_TableModel‑usage summary (by family/model)Detailed Sheet DescriptionsQueryContains the exact search strings used in all databases and web sources. Each query is tailored to the syntax of the specific search engine (e.g., Scopus, IEEE Xplore, ACM DL, Web of Science, Google). Used to reproduce searches in the replication process.White_Literature_ProcessScreening log for peer‑reviewed literature. Includes staged inclusion columns:Title/Abstract (T/A) screeningFull‑text screeningSnowballing inclusionQuality Assessment (QA) Each stage records independent scores from three authors.Grey_Literature_ProcessScreening log for grey literature (e.g., blogs, technical reports). Mirrors the structure of the white literature sheet with the same staged decisions and per‑reviewer columns.Accepted_Papers_WhiteGreyConsolidated table of all included studies (white and grey literature). Contains complete metadata and coded variables such as:Work Category, Type of WorkArchitecture styles/patterns, Analysis Methods, Modelling LanguagesPurpose (Direction), Purpose (LLM), Human Model InteractionRationale, LLM Models, Model Enhancements, Prompt EngineeringUse Cases, Languages, and Future ChallengesOpen_EndedMaps free‑text responses to thematic codes for qualitative analysis of purposes and trends.Publication_VenueAggregates venues of included studies, including counts and venue type (e.g., conference, journal).LLMModel_TableSummarizes LLM families and models used in the included studies. Supports figures showing model adoption trends.CodingUsed for figure and table generation.Glossary of [White/Grey] Literature Process FieldsIncluded by T/A: Inclusion at title/abstract screening stage.Included by Fullread: Inclusion after full‑text review.Included by Snowballing: Added through citation chasing.Included by QA: Passed quality assessment stage.CitationIf you use this package, please cite the accompanying MLR paper.
Authors
- Esposito, Matteo ;
- Xiaozhou, Li ;
- Moreschini, Sergio ;
- Ahmad, Noman ;
- Cerny, Tomas ;
- Vaidhyanathan, Karthik ;
- Lenarduzzi, Valentina ;
- Taibi, Davide
No description available
Authors
- Ahmad, Noman ;
- Su, Ruoyu ;
- Esposito, Matteo ;
- Janes, Andrea ;
- Lenarduzzi, Valentina ;
- Taibi, Davide
No description available
Authors
- Ahmad, Noman ;
- Su, Ruoyu ;
- Esposito, Matteo ;
- Janes, Andrea ;
- Lenarduzzi, Valentina ;
- Taibi, Davide
Replication Package IntroductionThis is a replication package for my paper “Emerging Trends Software in Architecture Through the Practitioner Lens: A Five-Year Review”.Use/Check the replication packageRead the README.md to check the details.Preparation and installationFollow the instructions in INSTALL.md to install and configure all the tools.Using scriptCheck requirements.txt and download all the needed libs, then you can use the script directly.Results analysis for the RQsFor the raw data and search strategy, you can check in the Raw Data folder.For the LLM implementation process, you can check in the LLM Processing folder.For all scripts, you can check in the Scripts folder.For how to use the Gephi tool in our research, you can check in the Gephi folder.For how to use the JMP 18 tool in our research, you can check in the JMP 18 folder.For all figures in the paper, you can check in the Figures folder.
Authors
- Su, Ruoyu ;
- Ahmad, Noman ;
- Esposito, Matteo ;
- Janes, Andrea ;
- Taibi, Davide ;
- Lenarduzzi, Valentina
Replication Package IntroductionThis is a replication package for my paper “Emerging Trends Software in Architecture Through the Practitioner Lens: A Five-Year Review”.Use/Check the replication packageRead the README.md to check the details.Preparation and installationFollow the instructions in INSTALL.md to install and configure all the tools.Using scriptCheck requirements.txt and download all the needed libs, then you can use the script directly.Results analysis for the RQsFor the raw data and search strategy, you can check in the Raw Data folder.For the LLM implementation process, you can check in the LLM Processing folder.For all scripts, you can check in the Scripts folder.For how to use the Gephi tool in our research, you can check in the Gephi folder.For how to use the JMP 18 tool in our research, you can check in the JMP 18 folder.For all figures in the paper, you can check in the Figures folder.
Authors
- Su, Ruoyu ;
- Ahmad, Noman ;
- Esposito, Matteo ;
- Janes, Andrea ;
- Taibi, Davide ;
- Lenarduzzi, Valentina
Replication Package IntroductionThis is a replication package for my paper “Emerging Trends Software in Architecture Through the Practitioner Lens: A Five-Year Review”.Use/Check the replication packageRead the README.md to check the details.Preparation and installationFollow the instructions in INSTALL.md to install and configure all the tools.Using scriptCheck requirements.txt and download all the needed libs, then you can use the script directly.Results analysis for the RQsFor the raw data and search strategy, you can check in the Raw Data folder.For the LLM implementation process, you can check in the LLM Processing folder.For all scripts, you can check in the Scripts folder.For how to use the Gephi tool in our research, you can check in the Gephi folder.For how to use the JMP 18 tool in our research, you can check in the JMP 18 folder.For all figures in the paper, you can check in the Figures folder.
Authors
- Su, Ruoyu ;
- Ahmad, Noman ;
- Esposito, Matteo ;
- Janes, Andrea ;
- Taibi, Davide ;
- Lenarduzzi, Valentina
Supplementary material for the work: Edge Containerization: A Multivocal Review of Orchestration, Choreography, and Offloading Strategies
Authors
- Karthikeyan, Dinesh Kumar ;
- Moreschini, Sergio ;
- Taibi, Davide ;
- Mäkitalo, Niko ;
- Hästbacka, David ;
- Abbas, MUHAMMAD shahroz ;
- Paavonen, Anna-Sofia
Supplementary material for the work: Edge Containerization: A Multivocal Review of Orchestration, Choreography, and Offloading Strategies
Authors
- Karthikeyan, Dinesh Kumar ;
- Moreschini, Sergio ;
- Taibi, Davide ;
- Mäkitalo, Niko ;
- Hästbacka, David ;
- Abbas, MUHAMMAD shahroz ;
- Paavonen, Anna-Sofia
Supplementary Materials for the work: Choreography at the Edge: A Multivocal Literature Review
Authors
- Islam, Aminul Didar ;
- Moreschini, Sergio ;
- Hästbacka, David ;
- Jansen, Slinger ;
- Taibi, Davide