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Call for Papers: IEEE Intelligent Systems - Special Issue on Reasoning
with Inconsistent, Incomplete, and Uncertain Knowledge.


The management and processing of inconsistent, incomplete, and
uncertain knowledge is a crucial issue in the development of
intelligent systems. Nowadays, such systems have to efficiently manage
large amounts of information of different kinds, often represented in
different formats and coming from different sources, such as
databases, knowledge bases, sensor networks, and various data-driven
applications. In the presence of such complex and heterogeneous forms
of information, incompleteness, inconsistency, and/or inherent
uncertainty inevitably arise. These scenarios call for innovative and
intelligent approaches that, by leveraging AI techniques, are able to
represent inconsistency, incompleteness, and uncertainty explicitly
and deal with them adequately. Such approaches are crucial to model
real-world scenarios, making systems more effective and successful.
Moreover, in many domains, knowledge is subject to frequent changes,
so handling evolving knowledge is a key feature that knowledge-based
systems should provide. In domains having high-impact consequences
(such as healthcare and cybersecurity), intelligent systems should
support human-in-the-loop models that provide tools to help users
understand and interpret the decisions they suggest, while tackling
the challenges of inconsistency, incompleteness, and uncertainty.

This special issue should be of interest to the AI community focusing
on applications in:

- Inconsistency- and exception-tolerant reasoning, paraconsistent logics
- Incompleteness in knowledge management
- Probabilistic knowledge bases and reasoning
- Vagueness and many-valued and fuzzy logics
- Modeling, inference, and decision-making under uncertainty


IMPORTANT DATES
*Submissions due*: December 30, 2021
First round of reviews: February 24, 2022
Revised/final versions due: April 28, 2022
Final decisions: May 19, 2022
Special issue published: May/June 2022


SUBMISSION GUIDELINES
For author information and guidelines on submission criteria, visit
the Author Information page:
https://www.computer.org/csdl/magazine/ex/write-for-us/14365?title=Author%20Information&periodical=IEEE%20Intelligent%20Systems
<https://www.computer.org/csdl/magazine/ex/write-for-us/14365?title=Author%20Information&periodical=IEEE%20Intelligent%20Systems>

In particular, articles should be no longer than 5,400 words (with
tables and figures counting as 300 words each) and have no more than
20 references.
Please submit papers through the ScholarOne system

https://mc.manuscriptcentral.com/cs-ieee
<https://mc.manuscriptcentral.com/cs-ieee>

and be sure to select the special-issue name.
Manuscripts should not be published or currently submitted for
publication elsewhere. Please submit only full papers intended for
review, not abstracts, to the ScholarOne portal.


QUESTIONS?
Contact the guest editors at is3...@computer.org <mailto:is3...@computer.org>.


GUEST EDITORS
Enrico Malizia (University of Bologna, Italy)
Cristian Molinaro (University of Calabria, Italy)
Francesco Parisi (University of Calabria, Italy)

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