About ISE'26
The Fifth Brazilian Workshop on Intelligent Software Engineering (ISE'26) will be held in person. ISE'26 is co-located with the 17th Brazilian Conference on Software (CBSoft 2026).
Aims and Scope
In modern society, software is ubiquitous, being present in almost every aspect of life. However, developing software is costly. Therefore, there is a continuous effort for innovative designs for helping make software more reliable, maintainable, and reduce its development cost. Further, there is an increase in AI-enabled software, bringing new software engineering challenges.
This year's edition of ISE will include a special focus on intelligent sensing platforms, particularly at the application level. With the increasing deployment of IoT and sensor-based systems across various domains, the software supporting these platforms faces new challenges in data integration, observability, real-time AI inference, and decision-making automation. We encourage contributions that explore how Intelligent Software Engineering can address these challenges, emphasizing scalable, secure, and efficient solutions for sensor-driven platforms.
In recent years, Intelligent Software Engineering (ISE) has emerged as a promising means to address these challenges. ISE is ambidextrous, including solutions based on (i) applying Intelligent Techniques to Software Engineering problems and (ii) applying Software Engineering to developing Intelligent Systems.
An Intelligent Technique is defined as a technique that explores data (from digital artifacts or domain experts) for knowledge discovery, reasoning, learning, planning, natural language processing, perception, or supporting decision-making. Examples of Intelligent Techniques are search and optimization (e.g., Genetic Algorithm), Machine Learning, Deep Learning, Data Mining, Recommender Systems, Reasoning Under Uncertainty (e.g., Bayesian Networks), Software Analytics, and Decision Analysis. An intelligent system is a system that applies an Intelligent Technique for a given domain, such as a bug prediction, code recommendation, code quality analysis, code refactoring, software testing automation, team formation, requirements analysis, software project management, risk management and continuous integration and deployment.
The goal of ISE'26 is to strengthen the Intelligent Software Engineering community by integrating researchers and professionals from different areas (Software Engineering, Artificial Intelligence, Analytics, etc) to discuss and advance the state of the art and practice of ISE, its use, and application in the industry.
Topics that are within the scope of this workshop include (but are not limited to):
- Foundation Models for Software Engineering
- Large Language Models for Software Engineering
- Artificial Intelligence for Software Engineering (AI4SE)
- Machine Learning for Software Engineering (ML4SE)
- Software Engineering for Artificial Intelligence (SE2AI)
- Big Code
- Software Analytics
- Search-Based Software Engineering
- Data Mining for Software Engineering
- Recommender Systems for Software Engineering
- Reasoning Under Uncertainty for Software Engineering
- Natural Language Processing for Software Engineering
- Multiple Decision Criteria Analysis for Software Engineering
- Soft Computing for Software Engineering
- Expert Systems for Software Engineering
- Knowledge-Based Systems for Software Engineering
- Semantic Network for Software Engineering
- Data Science for Software Engineering
- Sentiment Analysis for Software Engineering
- Ontology for Software Engineering
- Requirements Engineering for Intelligent Systems
- Testing and QA for Intelligent Systems
- Design Patterns for Intelligent Systems
- Architecture for Intelligent Systems
- Software Engineering principles for building or maintaining Intelligent Systems
- DevOps for Intelligent Systems such as Machine Learning-enabled Systems (MLOps)
Submission Guidelines
Paper Format
ISE accepts papers in two formats.
Technical Papers (6 pages)
- ISE accepts papers within the context of "Intelligent Software Engineering". Positive and negative results are welcome, though negative results should still be based on rigorous research and provide details on lessons learned.
Industry papers / Emerging Results (2-4 pages)
- Results, challenges, lessons learned from industrial applications of "Intelligent Software Engineering" and "Intelligent Sensing Platforms".
- New and inspiring ideas, as well as ongoing research with preliminary and interesting results on applications of "Intelligent Software Engineering" and "Intelligent Sensing Platforms".
Instructions for Authors
Papers can be submitted in Portuguese or English. Submission in English is strongly encouraged. All submissions must be in Adobe Portable Document Format (PDF) and must comply with the ACM 2-column conference format (ACM_SigConf) available at this link. LaTeX users must use the acmart.cls class provided in the template with the conference format enabled at the document preamble: \documentclass[sigconf]{acmart}
Authors must use the ACM-Reference-Format.bst bibliography style also provided in the template: \bibliographystyle{ACM-Reference-Format}
Submissions must be no longer than the limits defined in the Paper Format section, including all figures and references.
Papers should be electronically submitted through JEMS (To be Updated). Submissions that do not comply with the required submission format, are out of the scope of the symposium or were submitted or published in any other forum (conference or journal) will be rejected without review. At least two Program Committee members will review all other papers.
Open Science Policy
ISE'26 supports the principles of Open Science, aiming to increase transparency, reproducibility, and collaboration in research. Authors are encouraged to share data, code, and other research artifacts in an anonymized and curated format to help reviewers and readers validate results and reuse materials. We understand that in some contexts—such as qualitative or industrial studies—sharing data may not be possible due to privacy, confidentiality, or other restrictions.
Policy on the Use of Generative AI Tools
Authors submitting to ISE'26 must follow ethical guidelines regarding the use of AI tools in research writing. It is not allowed to:
- List AI tools (e.g., ChatGPT) as co-authors;
- Submit sections written entirely by generative AI.
It is allowed, with proper acknowledgment in the paper, to:
- Use AI tools to help generate or revise parts of the content. The acknowledgments section should clearly state what was produced and which tool was used.
Example: "ChatGPT was used to revise Section 2 and generate the initial version of Table 1."
It is also acceptable (without the need to mention it) to:
- Use AI tools to enhance clarity, grammar, or image quality—similar to using grammar-checking or image-editing software.
At the time of submission, authors will be required to disclose whether AI tools were used during the preparation of the manuscript. This information is requested strictly for ethical transparency, and authors should not feel discouraged from using such tools when appropriate.
Double-Blind Submission
ISE'26 will follow a double-blind review process. All submitted papers should conceal the identity of the authors. Both author names and affiliations must be omitted. In addition, the following rules should be addressed:
- Citations to own related work must be written in the third person. For example, one must write "the previous work of Silva et al." as opposed to "our previous work." As a heuristic, occurrences of "we", "our", "ours", "github", "funding", etc. should be looked in the paper and removed before submitting.
- In the submitted paper, any artifact in a repository or website that allows identifying the authorship should not be mentioned. If any artifact needs to be made available, it should be anonymized in the repository/website.
- Reviewers will not be encouraged to look for references that identify the authors in other sources on the Internet. Searches in digital libraries or existing artifacts do not break the double-blind policy.
- If the submitted paper is a follow-up of a previous work, the reference may be anonymized in the submitted paper. For example, "the previous work of Silva et al." can be adapted to "based on the previous work [X]" and the reference at the end of the paper can be presented as "[X] Anonymous authors. Not presented due to double-blind review.".
After the paper's acceptance, all the paper information (without anonymization) can be included in the camera-ready version.
Any questions about the preparation of the paper following the double-blind rules can be sent to the Program Committee Chairs.
Organization, Chairs and Important Dates
Organization:
ISE is a workshop organized and promoted by UFCG, UEG, and supported by VIRTUS/UFCG.
Program Committee Chairs:
ISE Steering Committee:
- Danyllo Albuquerque (IFPB)
- Emanuel Dantas Filho (IFPE)
- Ademar França de Sousa Neto (UFERSA)
- Roberto Felício Oliveira (UEG)
Important Dates:
Definitive
- Paper Submission: July XX, 2026
- Notification of Acceptance: August XX, 2026
- Camera-Ready: August XX, 2026
- CBSoft registration: September XX, 2026
- Workshop Date: September XX, 2026
Keynote
To appear
Awards
Distinguished Paper
The ISE/CBSoft Steering Committee will appoint a committee to award the best papers of ISE Technical Papers. Awarded papers will be announced during the ISE/CBSoft. The best papers will be invited to submit an extended version to the Journal of Software Engineering Research and Development (JSERD).
Outstanding Reviewer
The ISE/CBSoft Steering Committee values the important role played by Program Committee members in ensuring the quality of the event. As a way to recognize their commitment, the organizing committee will present an Outstanding Reviewer certificate to individuals who demonstrate excellence in reviewing, through timely feedback, constructive and well-structured evaluations, and active engagement in committee discussions.
ISE Program Committee
- Adriano Santos - Ro-Main (Canada)
- Alexandre Costa - IFPB
- Allysson Allex Araújo - UFCA
- Álvaro Filho - UFAPE
- Anderson Uchoa - UFC
- Andres Diaz-Pace - ISISTAN/UNICEN (Argentina)
- Andressa Bezerra Ferreira - IFCE
- Angelo Perkusich - VIRTUS/UFCG
- Bruno Neiva - IFPB
- Carolyn Seaman - UMBC (USA)
- Carlos Solon Soares Guimarães Júnior - ISI-SIM
- Chrystinne Fernandes - MIT (USA)
- Danilo Freire - UFCG
- Ednaldo Dilorenzo - IFPB
- Elmano Ramalho Cavalcanti - IFPB
- Emanuel Dantas Filho - IFPE
- Emilia Mendes - Blekinge Institute of Technology (Sweden)
- Evandro Costa - UFAL
- Felipe Pontes - EDGE/UFAL
- Felipe Ramos - IFPB
- Fernanda Madeiral - UFPE
- Guilherme Horta Travassos - UFRJ
- Guillermo Rodriguez - ISISTAN/UNICEN (Argentina)
- Gutemberg Gonçalves dos Santos Júnior - UFCG
- Hernán Astudillo - UNAB (Chile)
- Hyggo Almeida - VIRTUS/UFCG
- Igor Barbosa - IFPB
- Igor Scaliante Wiese - UTFPR
- João Francisco Valiati - ISI-SIM
- Leandro Minku - University of Birmingham (United Kingdom)
- Lenardo Silva - UFERSA
- Lincoln Rocha - UFC
- Nabor Mendonça - UNIFOR
- Pamella Soares - UECE
- Paulo Henrique Maia - UECE
- Paulo Ribeiro - IFPB
- Rafael Serapilha Durelli - UFLA
- Rafael Fao de Moura - ISI-SIM
- Ramon Nóbrega dos Santos - VIRTUS/UFCG
- Rohit Gheyi - UFCG
- Rossana Andrade - UFC
- Talles Brito - IFCE
- Thiago Ferreira - University of Michigan (USA)
- Tiago Brasileiro - IFPB
- Tayana Conte - UFAM
- Vinicius Humberto Serapilha Durelli - UFSJ
- Willian Oizumi - Google (Brazil)
Program
Presentation Format
Each accepted paper will be allocated 10 minutes for presentation, followed by 3 minutes for audience interaction (questions, suggestions, and comments). Authors are encouraged to use slides or any other presentation format they find suitable (such as prototype demonstrations or videos), as long as the 10-minute time limit for the presentation is respected.
Paper Publication
Accepted papers will be assigned a DOI and published in the event proceedings, which will be made available online through the SBC OpenLib, the SBC's content portal, in the Anais do ISE/CBSoft series, accessible at: https://sol.sbc.org.br/index.php/ise/index.
Workshop Program
To appear
Registration and Participation
At least one paying author of each accepted paper must register for the paper to be included in the event proceedings. Authors with more than one accepted paper, in any CBsoft event, may pay a single registration fee plus an “additional publication fee” for each extra paper. The ISE/CBSoft Steering Committee reserves the right to exclude from the proceedings any paper that is not presented during the event.

