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[Gfo-users] Third and Final Call for Paper: Special Issue of the Journal
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daniele radicioni |
Subject: |
[Gfo-users] Third and Final Call for Paper: Special Issue of the Journal of Applied Ontology "Meaning in Context: ontologically and linguistically motivated representations of objects and events." |
Date: |
Mon, 11 Jun 2018 11:40:24 +0200 |
(Apologies for cross posting)
Special Issue of the Journal of Applied Ontology "Meaning in Context:
ontologically and linguistically motivated representations of objects and
events."
https://submissions.iospress.com/applied-ontology/CIM
Overview
Dealing with context is a key factor in the conceptualization of human
experience, and a major issue for understanding natural language. It is well
known that some properties of objects and events may have different cognitive
salience according to their context of occurrence, thus determining access to
partial relevant information rather than to all information. One typical
example is that of an orange being passed between two children, or the same
orange peeled on a table: in the former case the roundness prevails over other
traits, and the orange is being used to play; in the latter one, the edible
features are those mostly conveyed by the scene. Interpreting events poses
contextual challenges as well: (in how far) does a given event allow for
different interpretations, like it might happen for revenge/self defense?
Similar selectional mechanisms underlie figurative uses of word meanings, such
as metonymy and metaphors among others, that intrinsically characterize the
interface between knowledge and language.
Contextual access to objects and events needs to be further investigated,
shared conceptualizations and terminologies are needed, as well as more robust
approaches, including connections to domain and formal ontologies. The design
of ontological and linguistic resources that account for the semantic phenomena
involved in the contextual interpretation of objects and events requires
collecting information and devising context-aware procedures.
In an era where most research is committed to statistical approaches, e.g.
vector representations of the linguistic context and neural architectures,
pairing the natural language semantic interpretation process and formal
ontology may improve the inferential capacities of artificial agents with the
explanatory power that is less relevant in those mainstream approaches.
Methods traditionally adopted to elaborate text documents exhibit limitations
in representing and processing objects and events. Many efforts are being put
in grasping text documents’ semantics based on semantically shallow approaches,
whilst natural language inference demands for deep interpretation models,
allowing to handle properties, functions, and roles, among others, to deal with
commonsense and to produce explanations.
A different approach relies on lexical information: several large-scale lexical
resources, such as WordNet (https://wordnet.princeton.edu), BabelNet
(http://babelnet.org), FrameNet (https://framenet.icsi.berkeley.edu/fndrupal/),
and ImagAct (http://imagact.lablita.it/index.php?lang=en), among others, have
been proposed in the last few years and have been successfully employed to
bridge the gap between knowledge representations and natural language. However,
to cope with contextual access to objects and events involves many additional
features still lacking in such resources. Neither shallow representations of NL
semantics nor lexical resources alone provide sufficient ground to account for
contextual phenomena.
Relevant areas include, but are not limited to: events representation and
retrieval, event sequences, contextual features representation, trend
detection, knowledge discovery, word sense disambiguation, ontology alignment,
opinion mining and sentiment analysis, and conceptual similarity, among others.
All proposed approaches must address the issue of representation of context,
and suitable procedures to use context and context aware meaning
representations of objects and events. The ideal submission should provide
evidence that context improves the performance of systems on real-world
applications and/or provides useful insights and explanations on systems’
output.
Topics of Interest
Research works submitted to the special issue should foster scientific advances
whether and to what extent objects and events representation and processing can
be linked to the context where they occur. The following is a tentative list of
relevant topics:
- theoretical foundations for the use of AI techniques to deal with context and
with changing/evolving objects and events;
- KR frameworks to represent mutable/evolving objects and events, including
formal ontologies, conceptual spaces and distributed representations;
- formal methods for reasoning in evolving scenarios;
- theoretical, methodological, experimental, and application-oriented aspects
of knowledge engineering and knowledge management centered on events and
evolving objects;
- use cases and application scenarios (e.g., in law, medicine) where contextual
information impacts on objects/events representation and processing;
- linguistic approaches to context analysis;
- context-aware lexical resources to describe objects and events;
- context-aware topic and event detection and tracking, knowledge discovery;
- context-aware frame semantics;
- entity linking and word sense disambiguation;
- representation of context in the Semantic Web;
- surveys on the adoption of contextual information in Cognitive Science, NLP
and Ontological Modeling;
- context-based explainable Artificial Intelligence.
Timeline
- Manuscript Submission Deadline: July 23rd 2018;
- Acceptance Notification: November 26th 2018;
- Final Manuscript Due: February 26th 2019.
Submission Guidelines
Submission guidelines can be found on the Journal Site,
https://www.iospress.nl/journal/applied-ontology/?tab=submission-of-manuscripts
This special issue welcomes original high-quality contributions that have been
neither published in nor submitted to any journals or refereed conferences.
Extended versions of (properly referenced) conference papers should include at
least 30% of new material. Please, clearly specify in the cover letter that the
paper is to be considered for the special issue on "Meaning in Context:
ontologically and linguistically motivated representations of objects and
events."
Guest Editors
Valerio Basile, Sapienza University of Rome, Italy, address@hidden
Tommaso Caselli, Rijksuniversiteit Groningen, The Netherlands, address@hidden
Daniele P. Radicioni, University of Turin, Italy, address@hidden
: : : : : : : : : : : : : : : : : : :
Daniele Radicioni, PhD
Department of Computer Science
University of Turin
Corso Svizzera, 185
10149 - Torino
phone: +39 011 6706802
fax: +39 011 751603
http://www.di.unito.it/~radicion
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