Subject: Invitation to review a manuscript for Artificial Intelligence Review from Dr El-Alfy
From: "Artificial Intelligence Review" <[email-masked]>
To: [email-masked]
Date: Tue, 11 Nov 2025 21:44:37 +0000

Invitation to review "Granular Computing: Trends, Insights, and
Bibliometric Review"

Should you accept to review this manuscript, your report would be due within 10 days.

Dear Dr Skowron,

We have received a manuscript for Artificial Intelligence Review that we think falls within your area of expertise. Our reviewers are integral to ensuring we have the highest-quality publication. 

We would greatly appreciate it if you could let us know if you are available to review by accepting or declining the invitation link below.

Title: Granular Computing: Trends, Insights, and
Bibliometric Review

Abstract: In human-computer interaction, translating information from binary and numerical concepts to human concepts and back to binary is a subject of ongoing research focused on bridging the gap and facilitating the transition while maintaining the core values of the information. The field that examines this transition, translation, and transformation of information is known as Human-Centric Computing (HCC). In this context, employing a human-centered approach to information—such as categorization, grouping, and summarization into groups or particles (i.e., information granules)—through various forms of granulation imbues these granules with semantics and fosters understanding around them, integrating the information into the paradigm of Granular Computing (GrC). This approach to information and semantics in systems and programming has experienced continuous growth in both the development of concepts and interest in the methodology. This paper aims to explore this research area from 1990 to 2024, emphasizing the evolution of the field's publications. It will begin with a description of Granular Computing, a brief history, and an explanation of its techniques. Publications since 1990 will be analyzed statistically and reviewed for common themes and research trends. Additionally, a collection of research papers will be examined under specific categories for further discussion. This paper seeks to illuminate the evolution of the field of Granular Computing and predict future trends in the approach to research.

Authors: Rami Al-Hmouz, Inas Shadoul, Majid Mansouri, Mostafa Mesbah

We hope to hear from you soon.

Kind regards,

El-Sayed El-Alfy
Editor
Artificial Intelligence Review
----------------------------------------------------------------------------
Accept or decline this invitation and view due date: https://reviewer-feedback.springernature.com/review-invitation/14f1b4d8-abfe-4bcf-88fa-04eea1570307

Sign in or register to the Reviewer Dashboard https://reviewer.springernature.com/ using the same email address this invitation was sent to, to manage your reviews, invitations, and certificates.

New: You can now set your availability — we'll pause new review invitations while you're unavailable.

If you would like to recommend someone to review instead, please decline and suggest an alternative reviewer. 
----------------------------------------------------------------------------

Reviewing for Artificial Intelligence Review

Artificial Intelligence Review is committed to providing a rapid and fair review process. So, if you decide to accept this invitation, we would hope to receive your report at your earliest convenience.

The editorial board and publishing team of Artificial Intelligence Review are not able to anticipate all potential competing interests, so we ask you to draw our attention to anything that might affect your review, and to decline submissions where it may be hard to remain objective.

Contact [email-masked] if you need any assistance with this request using this submission ID: 29d9e575-a116-4d23-a6a4-59b157301a2b

**The contents of this email are confidential.**

If you do not want to review for this journal anymore, you can opt-out. Please note this will affect all invitations you receive from journals in Snapp (Springer Nature Article Processing Platform).
https://reviewer-feedback.springernature.com/reviewer-opt-out/14f1b4d8-abfe-4bcf-88fa-04eea1570307