Call for Papers: 32nd International Conference on Inductive Logic Programming, ILP @IJCLR2023.

The Conference will be held within The third International Joint Conference on Learning & Reasoning (IJCLR2023) at the University of Bari “Aldo Moro”, Bari, Italy,13-15 November 2023.

https://ilp2023.unife.it/

We solicit submissions in all areas of learning in logic and multi-relational data mining. Areas of interest include, but are not limited to:

• Theory of ILP, foundations of logical & relational learning, computational learning theory.

• Learning in various logical representations and formalisms, such as logic programming & answer set programming, first-order & higher-order logic, description logic & ontologies.

• Statistical relational learning, including structure/parameter learning for probabilistic logic languages, relational probabilistic graphical models, kernel-based methods, neural-symbolic learning.

• Meta-interpretive learning & predicate invention.

• Semi-supervised & unsupervised relational learning.

• Methods for scaling-up ILP, parallel & distributed relational learning.

• Incremental & online relational learning, learning from data streams.

• Applications of ILP.

We solicit three types of submissions:

1. Conference papers, describing original work with appropriate experimental evaluation and/or a self-contained theoretical contribution. Submitted conference papers should not have been published, or be under review for a journal, or another conference with published proceedings. Conference papers may be either long papers, of up to 15 pages, including references, or short papers of up to 6-9 pages, including references. Long papers should contain a substantial contribution that justifies their length, e.g. proofs of extensive experimental studies. Accepted conference papers will be published by the Springer LNAI conference proceedings.

2. Late-breaking abstracts, briefly outlining novel ideas and proposals that the authors would like to present at the conference. These could include e.g. original work in progress without conclusive experimental findings, or other relevant work, not yet ready for publication. Submissions of late-breaking abstracts will be accepted/rejected on the grounds of relevance. Accepted late-breaking abstracts will be published on the conference website. Late-breaking abstracts must not exceed 4 pages, including references.

3. Recently published papers relevant to ILP, or papers recently accepted for publication by a first-class conference such as ECML/PKDD, ICML, KDD, ICDM, AAAI, IJCAI, etc. or journal such as MLJ, DMKD, JMLR etc. These will be accepted/rejected on the grounds of relevance and quality of the original publication venue. For papers of this category a link to the original work will be published on the conference website. Authors should submit the abstract and the PDF file of the original submission, specifying in the abstract the original venue where the paper was accepted in addition to the acceptance date. Authors submitting a recently published paper should submit it through IJCLR’s “Recently Published Papers Track” option from the submission page.

All accepted papers will be assigned a presentation slot at the conference. Long conference papers will be assigned an extended slot, while short conference papers, late-breaking abstracts and recently published papers will be assigned a reduced slot.

Additionally, authors of accepted papers will have the opportunity to present their papers during the joint poster sessions. At least one of the authors of accepted papers/late-breaking abstracts must register for the conference and present their work.

SUBMISSIONS

Submissions will be handled by EasyChair. To submit a paper to ILP, authors are invited to follow the submission link (https://easychair.org/conferences/?conf=ijclr2023) and select the ILP track. For recently published papers please use the “Recently Published Papers Track”.

Submissions must be in Springer LNCS format, according to the Springer LNCS author instructions. Already published papers should be submitted in their original format and the authors should indicate the original publication venue.

IMPORTANT DATES

Abstract submission (long & short conference papers)
  26th June 2023

Paper submission (long & short conference papers) 3rd July 2023

Author notification 25th August 2023

Camera-ready due 8th September 2023

Late-breaking abstracts & already published papers   1st September 2023

Author notification 15th September 2023

ILP Conference
 
 
 13-15th November 2023

3rd International Joint Conference on Learning and Reasoning (IJCLR 2023)

13-15 November 2023, Bari, Italy

https://ijclr2023.di.uniba.it/   

The rapid progress in machine learning has been the primary reason for a fresh look 

in the transformative potential of AI as a whole during the past decade. 

A crucial milestone for taking full advantage of this potential is the endowment of 

algorithms that learn from experience with the ability to consult existing 

knowledge and reason with what has already been learned. 

Integrating learning and reasoning constitutes one of the key open questions in AI, 

and holds the potential of addressing many of the shortcomings of contemporary AI 

approaches, including the black-box nature and the brittleness of deep learning, 

and the difficulty to adapt knowledge representation models in the light of new 

data. 

Integrating learning and reasoning calls for approaches that combine knowledge 

representation and machine reasoning techniques with learning algorithms from the 

fields of neural, statistical and relational learning.

Three international conferences and workshops addressing such research topics join 

forces in the 3rd International Conference on Learning & Reasoning (IJCLR 2023):

– The 32nd International Conference on Inductive Logic Programming (ILP)

– The 13th International Workshop on Approaches and Applications of Inductive 

Programming (AAIP)

– The 1st International Workshop on Cognitive AI (CogAI) 

IJCLR aims at bringing together researchers and practitioners working on various 

aspects of learning & reasoning, via presentation of cutting-edge research on 

topics of special interest to the participating conferences/workshops. In addition 

to each of the three events' individual programs, which will be held in parallel, 

IJCLR aims to promote collaboration and cross-fertilization between different 

approaches and methodologies to integrating learning & reasoning, via joint plenary 

keynotes/invited talks, panel discussions and poster sessions.

IJCLR 2023 sincerely invite your paper submissions to one of the following tracks:

Journal Track