SUM: Scalable Uncertainty Management



Past:   Proceedings on DBLP

Future:  Post a CFP for 2021 or later   |   Invite the Organizers Email


All CFPs on WikiCFP

Event When Where Deadline
SUM 2020 he 14th International Conference on Scalable Uncertainty Management
Sep 23, 2020 - Sep 25, 2020 Bolzano Apr 22, 2020
SUM 2019 Thirteenth International Conference on Scalable Uncertainty Management
Dec 16, 2019 - Dec 18, 2019 Compiègne Jun 30, 2019
SUM 2018 12th International Conference on Scalable Uncertainty Management
Oct 3, 2018 - Oct 5, 2018 Milan, Italy Apr 1, 2018
SUM 2016 Scalable Uncertainty Management
Sep 21, 2016 - Sep 23, 2016 Nice, France May 22, 2016
SUM 2015 Ninth International Conference on Scalable Uncertainty Management
Sep 16, 2015 - Sep 18, 2015 Quebec, Canada May 10, 2015 (May 3, 2015)
SUM 2014 8th International Conference on Scalable Uncertainty Management
Sep 15, 2014 - Sep 17, 2014 Oxford, UK Apr 11, 2014 (Apr 4, 2014)
SUM 2013 7th International Conference on Scalable Uncertainty Management
Sep 16, 2013 - Sep 18, 2013 Washington DC Area, USA Apr 12, 2013 (Apr 5, 2013)
SUM 2012 Sixth International Conference on Scalable Uncertainty Management
Sep 17, 2012 - Sep 19, 2012 Marburg, Germany Apr 22, 2012
SUM 2011 Fifth International Conference on Scalable Uncertainty Management
Oct 10, 2011 - Oct 12, 2011 Dayton, Ohio May 4, 2011
SUM 2009 Third International Conference on Scalable Uncertainty Management
Sep 28, 2009 - Sep 30, 2009 Washington, DC, USA May 20, 2009
SUM 2008 Second International Conference on Scalable Uncertainty Management
Oct 1, 2008 - Oct 3, 2008 Napoli, Italy May 25, 2008

Present CFP : 2020

Established in 2007, the SUM conferences are annual events which aim to gather researchers with a common interest in managing and analyzing imperfect information from a wide range of fields, such as Artificial Intelligence and Machine Learning, Databases, Information Retrieval and Data Mining, the Semantic Web and Risk Analysis, and with the aim of fostering collaboration and cross-fertilization of ideas from the different communities. An originality of the SUM conferences is their care for dedicating a large space of their program to tutorials covering a wide range of topics related to uncertainty management. Each tutorial provides a survey of one of the research areas in the scope of the conference.

The 14th International Conference on Scalable Uncertainty Management (SUM 2020) will be held in Bolzano, Italy from September 23-25, 2020.
Topics of interest

We solicit papers on the management of large amounts of complex kinds of uncertain, incomplete, or inconsistent information. We are particularly interested in papers that focus on bridging gaps, for instance between different communities, between numerical and symbolic approaches, or between theory and practice. Topics of interest include (but are not limited to):

Imperfect information in databases
* Methods for modeling, indexing, and querying uncertain databases
* Top-k queries, skyline query processing, and ranking
* Approximate, fuzzy query processing
* Uncertainty in data integration and exchange
* Uncertainty and imprecision in geographic information systems
* Probabilistic databases and possibilistic databases
* Data provenance and trust
* Data summarization
* Very large datasets

Imperfect information in information retrieval and semantic web applications
* Approximate schema and ontology matching
* Uncertainty in description logics and logic programming
* Learning to rank, personalization, and user preferences
* Probabilistic language models
* Combining vector-space models with symbolic representations
* Inductive reasoning for the semantic web

Imperfect information in artificial intelligence
* Statistical relational learning, graphical models, probabilistic inference
* Argumentation, defeasible reasoning, belief revision
* Weighted logics for managing uncertainty
* Reasoning with imprecise probability, Dempster-Shafer theory, possibility theory
* Approximate reasoning, similarity-based reasoning, analogical reasoning
* Planning under uncertainty, reasoning about actions, spatial and temporal reasoning
* Incomplete preference specifications
* Learning from data

Risk analysis
* Aleatory vs. epistemic uncertainty
* Uncertainty elicitation methods
* Uncertainty propagation methods
* Decision analysis methods
* Tools for synthesizing results

Submission Guidelines

SUM 2020 solicits original papers in the following three categories:

(1) Long papers (14 pages): technical papers reporting original research or survey papers
(2) Short papers (8 pages): papers reporting promising work-in-progress, system descriptions, position papers on controversial issues, or survey papers providing a synthesis of some current research trends
(3) Extended abstracts (2 pages) of recently published work in a relevant journal or top-tier conference

All SUM submissions must be formatted according to the LNCS/LNAI guidelines:

Papers should be submitted via EasyChair:


All Deadlines are 23:59 Central European Time.

April 22nd, 2020: Submission deadline
June 10th, 2020: Notification
June 26th, 2020: Camera-ready copies due
Sept. 23rd-25th, 2020: Conference


Accepted long (14 pages) and short papers (8 pages) will be published by Springer in the Lecture Notes in Artificial Intelligence (LNAI) series. Authors of an accepted long or short paper will be expected to sign copyright release forms, and one author is expected to give a presentation at the conference. Authors of accepted abstracts (2 pages) will be expected to present their work during the conference, but the extended abstracts will not be published in the LNCS/LNAI proceedings (they will be made available in a separate booklet)

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