Knowledge-based approaches in software documentation: A systematic literature review

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A SURVEY OF CASE STUDIES OF THE USE OF KNOWLEDGE MANAGEMENT IN SOFTWARE ENGINEERING

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Enriching software architecture documentation

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The Future of Software Engineering

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Application of knowledge-based approaches in software architecture: A systematic mapping study

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Alignment of Requirements Specification and Testing: A Systematic Mapping Study

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10 years of software architecture knowledge management: Practice and future

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Categorizing the Content of GitHub README Files

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Key factors that influence task allocation in global software development

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A Systematic Literature Review of iStar extensions

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How Do Open Source Communities Document Software Architecture: An Exploratory Survey

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Positive Artificial Intelligence in Education (P-AIED): A Roadmap

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A Survey of Systematic Evidence Mapping Practice and the Case for Knowledge Graphs in Environmental Health and Toxicology

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Guidelines for Managing Threats to Validity of Secondary Studies in Software Engineering

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Software architecture knowledge management approaches and their support for knowledge management activities: A systematic literature review

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Automatic Question Classifiers: A Systematic Review

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Mining Architecture Tactics and Quality Attributes knowledge in Stack Overflow

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Evaluating the Effects of Architectural Documentation: A Case Study of a Large Scale Open Source Project

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Software Architecture in Practice: Challenges and Opportunities

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A Systematic Review on the Use of Ontologies in Requirements Engineering

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Semantic Interoperability Methods for Smart Service Systems: A Survey

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On using machine learning to identify knowledge in API reference documentation

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Comparative Analysis of Requirement Change Management Challenges Between in-House and Global Software Development: Findings of Literature and Industry Survey

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Risk assessment of IT governance: a systematic literature review

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Towards organisational learning enhancement: assessing software engineering practice

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Human resource optimisation through semantically enriched data

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A study of documentation for software architecture

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Reconciling software architecture and source code in support of software evolution

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Open BOK on Software Engineering Educational Context: A Systematic Literature Review

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Towards Software Assets Origin Selection Supported by a Knowledge Repository

Cicchetti, A., Borg, M., Sentilles, S., Wnuk, K., Carlson, J., & Papatheocharous, E. (2016) · doi:10.1109/march.2016.11 · Cited by 13 · see citing works

Integrating security controls in DevSecOps: Challenges, solutions, and future research directions

Sinan, M., Shahin, M., & Gondal, I. (2025) · Journal of Software: Evolution and Process · doi:10.1002/smr.70029 · Cited by 13 · see citing works

Heuristics-based indoor positioning systems: a systematic literature review

Lam, L. D. M., Tang, A., & Grundy, J. (2016) · Journal of Location Based Services · doi:10.1080/17489725.2016.1232842 · Cited by 12 · see citing works

Exploring Enterprise Knowledge Graphs: A Use Case in Software Engineering

Sabou, M., Ekaputra, F. J., Ionescu, T. B., Musil, J., Schall, D., Haller, K., Friedl, A., & Biffl, S. (2018) · Lecture notes in computer science · doi:10.1007/978-3-319-93417-4_36 · Cited by 12 · see citing works

The Representation of Causality and Causation with Ontologies: A Systematic Literature Review

Sawesi, S., Rashrash, M., & Dammann, O. (2022) · Online Journal of Public Health Informatics · doi:10.5210/ojphi.v14i1.12577 · Cited by 11 · see citing works

Continuous Architectural Knowledge Integration: Making Heterogeneous Architectural Knowledge Available in Large-Scale Organizations

Musil, J., Ekaputra, F. J., Sabou, M., Ionescu, T. B., Schall, D., Musil, A., & Biffl, S. (2017) · IEEE International Conference on Software Architecture (ICSA) · doi:10.1109/icsa.2017.28 · Cited by 10 · see citing works

Knowledge representation of the state of a cloud-native application

Kosińska, J., Brotoń, G., & Tobiasz, M. (2023) · International Journal on Software Tools for Technology Transfer · doi:10.1007/s10009-023-00705-2 · Cited by 9 · see citing works

Data‐driven approach to application programming interface documentation mining: A review

Wu, D., Jing, X., Zhang, H., Kong, X., Xie, Y., & Huang, Z. (2020) · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · doi:10.1002/widm.1369 · Cited by 9 · see citing works

Automation of Quality Reports in the Aerospace Industry

Eíto-Brun, R., & Seco, A. D. A. (2018) · IEEE Transactions on Professional Communication · doi:10.1109/tpc.2017.2788678 · Cited by 8 · see citing works

Ontology in Software Engineering

Pileggi, S. F., Lopez-Lorca, A. A., & Beydoun, G. (2018) · University of Technology, Sydney eBooks · doi:10.5130/acis2018.bp · Cited by 8 · see citing works

A Recommender System for the Proactive Sharing of Architectural Knowledge

Suvarna, B., & Padmaja, T. (2019) · Advances in Modelling and Analysis B · doi:10.18280/ama_b.620101 · Cited by 7 · see citing works

A Systematic Literature Review on Combining Ontology with Bayesian Network to Support Logical and Probabilistic Reasoning

Setiawan, F. A., Budiardjo, E. K., Basaruddin, T., & Aminah, S. (2017) · International Conference on Software and e-Business (ICSEB) · doi:10.1145/3178212.3178223 · Cited by 7 · see citing works

MEIM: A Multi-source Software Knowledge Entity Extraction Integration Model

Lv, W., Liao, Z., Liu, S., & Zhang, Y. (2020) · Computers, materials & continua/Computers, materials & continua (Print) · doi:10.32604/cmc.2020.012478 · Cited by 7 · see citing works

Knowledge and Innovation Management Model in the Organizational Environment

Romero-Hidalgo, J. A., Isiordia-Lachica, P. C., Valenzuela, A., & Rodríguez-Carvajal, R. (2021) · Information · doi:10.3390/info12060225 · Cited by 6 · see citing works

A Systematic Review on Metamodels to Support Product Line Architecture Design

Lima, C., & Chávez, C. (2016) · doi:10.1145/2973839.2973842 · Cited by 6 · see citing works

Towards evidence‐based decision‐making for identification and usage of assets in composite software: A research roadmap

Wohlin, C., Papatheocharous, E., Carlson, J., Petersen, K., Alégroth, E., Axelsson, J., Badampudi, D., Borg, M., Cicchetti, A., Ciccozzi, F., et al. (2021) · Journal of Software Evolution and Process · doi:10.1002/smr.2345 · Cited by 6 · see citing works

Causes of Architecture Changes: An Empirical Study through the Communication in OSS Mailing Lists

Ding, W., Liang, P., Tang, A., & van der Vliet, H. J. (2015) · Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering · doi:10.18293/seke2015-193 · Cited by 6 · see citing works

Strategies for fostering Knowledge Management Programs in Public OrganizationsPreprint

Mitre-Hernández, H. A., Mora-Soto, A., López-Portillo, H. P., & Lara-Álvarez, C. A. (2015) · arXiv (Cornell University) · doi:10.48550/arxiv.1506.03828 · Cited by 6 · see citing works

Knowledge-based systems in decision support context: A literature review

Handoyo, I. T., & Sensuse, D. I. (2017) · International Conference on New Media Studies (CONMEDIA) · doi:10.1109/conmedia.2017.8266035 · Cited by 5 · see citing works

Semantics-driven knowledge representation for decision support and status awareness at process plant floors

Arena, D., Kiritsis, D., Ziogou, C., & Voutetakis, S. S. (2017) · IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) · doi:10.1109/ice.2017.8279979 · Cited by 5 · see citing works

Testing Techniques Selection

Santos, Í., Melo, S. M., de Souza, P. S. L., & Souza, S. R. S. (2019) · Brazilian Symposium on Software Engineering · doi:10.1145/3350768.3352571 · Cited by 5 · see citing works

Speculative Analysis for Quality Assessment of Code Comments

Rani, P. (2021) · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · doi:10.1109/icse-companion52605.2021.00132 · Cited by 5 · see citing works

Understanding the Causes of Architecture Changes Using OSS Mailing Lists

Ding, W., Liang, P., Tang, A., & van der Vliet, H. J. (2015) · International Journal of Software Engineering and Knowledge Engineering · doi:10.1142/s0218194015400367 · Cited by 5 · see citing works

A Systematic Literature Review of KAOS Extensions

Gonçalves, E. J. T., Monte, L., de Souza, S. R., de Oliveira, M., & Araujo, J. (2025) · Lecture notes in computer science · doi:10.1007/978-3-031-88531-0_12 · Cited by 4 · see citing works

Automated Semantic Annotation Deploying Machine Learning Approaches: A Systematic Review

Chang, W. C., & Sangodiah, A. (2023) · MENDEL · doi:10.13164/mendel.2023.2.111 · Cited by 4 · see citing works

A methodology for quality assurance for business process modeling with BPMN: A case study for the SIGEPE software

de Sousa, R. T., de Moraes, A. J. M., Deus, F., de Sousa, B. A., Araújo, A., de Holanda, M. T., da Silva, W. M. C., Freitas, H., Vidal, S. S. A. N., & dos Santos, R. M. G. (2016) · Iberian Conference on Information Systems and Technologies (CISTI) · doi:10.1109/cisti.2016.7521400 · Cited by 3 · see citing works

Semi-automatic ontology-driven development documentation

Pikus, Y., Weißenberg, N., Holtkamp, B., & Otto, B. (2019) · ACM Symposium on Applied Computing · doi:10.1145/3297280.3297508 · Cited by 3 · see citing works

Carving Sustainability into Architecture Knowledge Practice

Funke, M., & Lago, P. (2023) · Lecture notes in computer science · doi:10.1007/978-3-031-42592-9_4 · Cited by 3 · see citing works

Large language model based framework for knowledgebase coverage and correctness using chatbot and human feedback

Shukla, U., Singh, S., Pundir, A., & Saxena, G. J. (2023) · IEEE Conference on Information and Communication Technology (CICT) · doi:10.1109/cict59886.2023.10455408 · Cited by 3 · see citing works

Model for knowledge capturing during system requirements elicitation in a high reliability organization

Kotze, T.-L. A., & Smuts, H. (2018) · South African Institute of Computer Scientists and Information Technologists · doi:10.1145/3278681.3278717 · Cited by 3 · see citing works

A Decade of Code Comment Quality Assessment: A Systematic Literature Review

Rani, P., Blasi, A., Stulova, N., Panichella, S., Gorla, A., & Nierstrasz, O. (2022) · arXiv (Cornell University) · doi:10.48550/arxiv.2209.08165 · Cited by 3 · see citing works

Ontology in software engineering

Pileggi, S. F., Lopez-Lorca, A. A., & Beydoun, G. (2018) · Journal of the Association for Information Systems · Cited by 2 · see citing works

Software documentation quality: A case study for the software documentation of SIGEPE

da Silva, W. M. C., de Sousa, R. T., da Mata, D. Q., Araújo, A., de Holanda, M. T., & dos Santos, G. D. (2015) · Iberian Conference on Information Systems and Technologies (CISTI) · doi:10.1109/cisti.2015.7170436 · Cited by 2 · see citing works

Generating automatically the documentation from PLC code by D4T3 to improve the usability and life cycle management of software in automation

Racchetti, L., Tacconi, L., & Fantuzzi, C. (2015) · IEEE International Conference on Automation Science and Engineering (CASE) · doi:10.1109/coase.2015.7294057 · Cited by 2 · see citing works

A knowledge-driven approach for personalized literature recommendation based on deep semantic discrimination

Kuai, H., Yan, J., Chen, J., Yu, Y., Wang, H., & Zhong, N. (2017) · IEEE/WIC/ACM International Conference on Web Intelligence · doi:10.1145/3106426.3109439 · Cited by 2 · see citing works

Providing Technical Software Documentation as a Service - An Industrial Experience Report

Buchgeher, G., Klammer, C., Dorninger, B., & Kern, A. (2018) · Asia-Pacific Software Engineering Conference (APSEC) · doi:10.1109/apsec.2018.00073 · Cited by 2 · see citing works

Knowledge management metrics for Public Organizations: A literature review-based proposalPreprint

López-Portillo, P., Héctor, González, V., René, E., Hidalgo, R., & Alberto, J. (2016) · arXiv (Cornell University) · doi:10.13140/rg.2.2.24281.11368/1 · Cited by 2 · see citing works

Richen: Automated enrichment of Git documentation with usage examples and scenarios

Shen, C., Yang, W., Jia, H., Pan, M., & Zhou, Y. (2024) · Journal of Software Evolution and Process · doi:10.1002/smr.2662 · Cited by 1 · see citing works

Generative AI Efficiency and Effectiveness in Software Project Documentation Review Process

Demir, K. A., Muppalla, T. N. V., & Liu, B. (2025) · International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) · doi:10.1109/acdsa65407.2025.11165833 · Cited by 1 · see citing works

An approach to carve sustainability into architecture knowledge practice

Funke, M., Lago, P., & Donker, R. (2025) · Information and Software Technology · doi:10.1016/j.infsof.2025.107904 · Cited by 1 · see citing works

Exploring Collective DSL Integration in a Large Situated IS

Aram, M., & Neumann, G. (2014) · doi:10.1145/2642803.2642823 · Cited by 1 · see citing works

Supporting Knowledge-Centered Business Collaboration for Wind Power Plants

Zinke-Wehlmann, C., Schmidt, J., & Nareike, A. (2015) · IFIP advances in information and communication technology · doi:10.1007/978-3-319-24141-8_23 · Cited by 1 · see citing works

A Roadmap for Artificial Intelligence Augmented Software Development Life Cycle: Aspects of Knowledge Vaporization

Alzyadat, W., Al-Madi, M. A., Muhairat, M. I., Al-Madi, N. A., & Altarawneh, F. (2023) · doi:10.1109/icit58056.2023.10226133 · Cited by 1 · see citing works

Knowledge-based Retrieval Methods for Enhancing Aerospace Model Software Documentation

Duan, J., Wei, D., Wang, M., Chen, G., Zhang, Y., & Gao, Y. (2024) · International Conference on Artificial Intelligence and Intelligent Information Processing (AIIIP) · doi:10.1145/3707292.3707392 · Cited by 1 · see citing works

Axolotl inspired metaheuristic for software implementation effort prediction

López‐Martín, C., Villuendas-Rey, Y., Nassif, A. B., & Rodríguez, N. O. R. (2025) · The Journal of Supercomputing · doi:10.1007/s11227-025-07784-9 · Cited by 1 · see citing works

Software development methodologies: A perspective of different strategies linked to a similar goal

Mohanarajah, S., & Jabar, M. A. (2014) · International Conference on Information Technology and Multimedia (ICIMU) · doi:10.1109/icimu.2014.7066625

Using Wiki for Managing Knowledge in Agile Software Development

Kamthan, P. (2015) · Advances in information quality and management · doi:10.4018/978-1-4666-8637-3.ch018

A Method for Quality Assurance for Business Process Modeling with BPMN

da Silva, W. M. C., Araújo, A., de Holanda, M. T., & de Sousa, R. T. (2017) · Studies in computational intelligence · doi:10.1007/978-3-319-58965-7_12

The role of knowledge capturing during the elicitation of system requirements in a high-reliability organisation in South Africa

Kotze, T.-L. A. (2017) · UpSpace Institutional Repository (University of Pretoria)

LEARNING IN HIGHER EDUCATION OF THE XXI CENTURY: THE USE OF TECHNOLOGY HAS CHANGED THE SCENARIO OF LEARNING PROCESSES OR ONLY GAVE THE APPEARANCE OF MODERNITY?

Tiziotto, S. A., & Cazarini, E. W. (2018) · Cadernos de Educação Tecnologia e Sociedade · doi:10.14571/brajets.v11.n2.334-345

Classificação automática de questões baseada em competências: ENEM - Estudo de caso

Silva, V. D. A. E. (2020) · doi:10.11606/t.55.2020.tde-18082020-163540

Modelo para la gestión del conocimiento en las PyME de desarrollo de software del eje troncal de Bolivia

de Chile, U., Suarez, D. R., Rodríguez, G. D. L. C. L., & Universidad ECOTEC, E. (2020) · ESPACIOS · doi:10.48082/espacios-a20v41n47p08

Transformación digital. El caso de la creación de una oficina virtual en una Institución de Educación Superior

González, E. R. V., & Estrada, C. R. (2021) · Latin American Journal of Development · doi:10.46814/lajdv3n5-026

Infraestrutura Nacional da Qualidade - Uma Revisão Sistemática

Filho, B. A. R., Soratto, A. N., & Nunes, L. L. (2021) · Anais ... Encontro Nacional de Engenharia de Produção/Anais do Encontro Nacional de Engenharia de Produção · doi:10.14488/enegep2021_tn_sto_357_1844_42474

Desenvolvimento de um modelo algorítmico de sistema para a caracterização de rejeitos radioativos

Tessaro, A. P. G. (2021) · doi:10.11606/t.85.2021.tde-10032023-141026

Casos de Garantia de Segurança aplicados a sistemas robóticos: revisão sistemática da literatura

Alves, M. D. M., Lencastre, M., de Brito, L. F., Castro, J., & Ribeiro, M. (2021) · Workshop em Engenharia de Requisitos (WER) · doi:10.29327/1298728.24-17

Current Trends in Tensorflow and the Future of Ml Software Documentation: One Documentation Does Not Fit AllPreprint

Thirimanne, S. P., Lemango, E. Y., Antoniol, G., & Nayebi, M. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4865036

Challenges and Solutions of Free and Open Source Software Documentation: A Systematic Mapping Study

Pinho, G., Caçula, A. J., da Costa, L. E. N., Wiese, I., & Araújo, A. A. (2024) · Simpósio Brasileiro de Engenharia de Software (SBES) · doi:10.5753/sbes.2024.3307

An Information Systems-Based Dashboard for Enhancing Student Engagement in Teaching and Learning Aligned with Sustainable Development GoalsPreprint

Gunnoo, C. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.5056494

Source Code Changes Just-in-Time Update via Code Semantics

Zhao, L., We, Z., Li, H., Guo, S., & Hao, L. (2024) · International Conference on Information Science and Technology · doi:10.1109/icist63249.2024.10805465

Foundations of Practice: An Ethnographic Exploration of Software Documentation and its Cultural Implications for an Agile Startup

TIETZ‐SOKOLSKAYA, N., & WALSH, S. (2024) · Ethnographic Praxis in Industry Conference Proceedings · doi:10.1111/epic.12210

Cost, benefits and quality of software development documentation: A systematic mapping

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Application of knowledge-based approaches in software architecture: A systematic mapping study

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The Value of Software Documentation Quality

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A view-based approach for improving software documentation practices

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View-based software documentation

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