[Elsnet-list] NLP and SemWeb Workshop in Norway (May 2011)
V.Fomichov at snhu.edu
Thu Jan 6 18:28:37 CET 2011
CALL FOR PAPERS
International Workshop on Models and Methods of Semantics-Oriented Natural Language Processing (http://www.hse.ru/mnm)
in conjunction with the International Conference on Web Intelligence, Mining and
Semantics (WIMS'11), 25 - 27 May 2011, Sogndal, Norway, http://wims.vestforsk.no/
Chair: Vladimir A. Fomichov
Faculty of Business Informatics,
State University – Higher School of Economics, Moscow, Russia
Web page in English: http://www.hse.ru/en/org/persons/67739
E-mail: vfomichov at hse.ru; v.fomichov at snhu.edu; vfomichov at gmail.com.
Aims and scope
The context for this workshop is broadly perceived necessity of endowing the Web with the ability of understanding natural language (NL). The aim of the workshop is to explicate, collect, discuss, and generalize the models of informational (in particular, semantic, conceptual) structures, the models of the correspondences between a sentence or a short discourse and its semantic representation with respect to a knowledge base, the models of the correspondences between a fragment of a discourse and its semantic representation with respect to a knowledge base and semantic representation
of the preceding part of a discourse, and the methods (algorithms) of processing information
expressed by means of NL either proved to be effective in any application domain or being broadly applicable or universal as it is shown by the results of the fulfilled theoretical analysis.
Expected topics (their list is not exhaustive):
- broadly applicable formal tools for constructing the text meaning representations (or semantic representations);
- unified formal means for representing text meanings and for constructing high-level conceptual descriptions of visual images;
- the models of semantic-syntactic components of linguistic databases;
- the models of the correspondences between a sentence or a short discourse and its semantic representation with respect to a knowledge base;
- the models of the correspondences between a fragment of a discourse and its semantic representation with respect to a knowledge base and semantic representation of the preceding part of a discourse (in particular, the models for finding the meaning of an elliptical phrase);
- the methods and algorithms of semantic-syntactic analysis of NL-texts;
- the methods and algorithms of discovering the referents of anaphoric expressions;
- the models, methods, and algorithms of using the ontologies for finding the answers
to the questions of the users of full-text databases;
- the models, methods, and algorithms of using the ontologies for knowledge extraction from natural language texts;
- the methods and algorithms of planning the dialogue with an end user with respect to an ontology and knowledge about the end user;
- semantics-oriented methods of cross-language information retrieval;
- the methods and algorithms of transforming the meaning representations into NL-texts;
- intelligent text summarization;
- content search and analysis for e-learning;
- the methods of transforming the collections of OWL-expressions into NL-texts;
- the methods of transforming the NL-texts into OWL-expressions.
Rajendra Akerkar (Norway, Sogndal, Western Norway Research University)
Galia Angelova (Bulgaria, Sofia, Institute of Information and Communication Technologies, Bulgarian Academy of Sciences)
Svetla Boytcheva (Bulgaria, Sofia, University for Library Studies and Information Technologies)
Vladimir Fomichov (Russia, Moscow, State University – Higher School of Economics)
Marko Grobelnik (Slovena, Ljubljana, Jozef Stefan Institute)
Preslav Nakov (Singapore, National University of Singapore)
Toshio Okamoto (Japan, Tokyo, University of Electro-Communications)
Jens Pohl (USA, California Polytechnic State University)
Violaine Prince (France, University of Montpellier 2)
Mathieu Roche (France, University of Montpellier 2)
Submission of abstracts: February 8, 2011
Submissions of full papers: February 15, 2011
Notification of acceptance of papers: March 10, 2011
Camera-ready papers: March 25, 2011
Submission of the papers
The maximum length of full workshop papers is at most 12 pages in ACM format and of short
papers is at most 5 pages in ACM format.
Please note that the submission format is MS Word or PDF. The papers must be written in
English and formatted according to the ACM guidelines. Author instructions and style files
can be downloaded at http://www.acm.org/sigs/publications/proceedings-templates.
The abstracts and papers are to be submitted via e-mail at each of the following addresses:
vfomichov at hse.ru; v.fomichov at snhu.edu (attention: no point before AT in the first address).
Authors of accepted papers are expected to attend the conference and present their work.
Accepted papers will be published by ACM and disseminated through the ACM Digital Library. Selected extended papers will be invited to appear in the special issues of reputed journals in the field.
Registration fee: There will be no separate workshop fee. Since the workshop will be a part of the main WIMS 2011 program, each workshop attendee/speaker must pay the WIMS'11 conference fee (to be announced in January 2011) at the time of submitting the camera ready copy. Fee for the conference includes WIMS 2011 proceedings, lunch and refreshments on 25th to 27th May, invitation to Welcome Reception, one ticket to the Gala Dinner.
Description of the proposed workshop
Due to the stormy growth of the Internet, a huge number of the projects realized in the 2000s, first of all, in Life Sciences and Health Care, and due to several other factors the users of the Internet and
of specialized computer networks have received the access to an immense variety of
information sources in many natural languages and to a number of knowledge bases formed
with the help of ontology languages, first of all, the language OWL.
With respect to this situation, many specialists in various countries suppose that the only real
way of realizing an effective interaction of people throughout the world with these natural
language (NL) based information sources and with knowledge bases is the development of
appropriate NL-interfaces and semantics-oriented advanced search systems. In favour of this conclusion says the successful experience of designing in the 2000s a number of NL-interfaces to databases and NL-interfaces to Semantic Web (SW) data repositories.
Since Web-based informational sources are formed with the help of many natural languages,
it is necessary to intensively develop the theoretical foundations of multilingual, semantics-oriented
information retrieval on the Web and to expand the foundations of designing (for many natural languages) the NL-interfaces to SW data repositories.
On one hand, it is one of the central tasks for Web science - the science of decentralized
information systems. On the other hand, it seems that this task is a part of more general, large-scale
problem – the problem of developing a Semantic Web of a new generation, where its principal distinguished feature is to be the well-developed ability of natural language processing.
The process of endowing the existing Web with the ability of understanding many natural
languages is an objective ongoing process. It is a decentralized process, because the research
centres in different countries mainly independently develop the translators from particular
natural languages to semantic representations (or text meaning representations) and the
applied computer systems either extracting the meanings from texts in particular natural languages
or producing summaries of the collections of texts in particular languages.
The analysis shows that now it is high time to increase the total successfulness, effectiveness
of this global decentralized process. In particular, it would be important with respect to the
need of cross-language conceptual information retrieval and question - answering.
Most often, semantics-oriented natural language processing systems, or linguistic processors
(LPs), are complex computer systems, their design requires a considerable time, and its cost is
rather high. Usually, it is necessary to construct a series of LPs, step by step expanding the
input sublanguage of NL and satisfying the requirements of the end users. On the other hand,
the same regularities of NL are manifested in the texts pertaining to various thematic domains.
That is why, in order to diminish the total expenses of designing a family of LPs by one
research centre or group during a certain several-year time interval and in order to minimize
the duration of designing each particular system from this family of LPs, it seems to be
reasonable to pay more attention to: (a) the search for best typical design solutions concerning
the key semantic-syntactic subsystems of LPs with the aim to use these solutions in different domains of employing LPs; (b) the elaboration of domain-independent formal means for describing the main data structures and principal procedures of algorithms implemented in semantic-syntactic analyzers of NL-texts or in the synthesizers of NL-texts.
That is why it appears that the adherence to the following two principles in the design of
semantics-oriented LPs by one research centre or a group (but better – by many centres and groups) will contribute, in the long-term perspective, to reducing the total cost of designing a family of LPs and to minimizing the duration of constructing each particular system from this family:
The Principle of Stability of the used language of semantic representations in the
context of various tasks, various domains and various software environments (stability is
understood as the employment of a unified collection of rules for building the semantic
structures as well as domain- and task-specific variable set of primitive informational units);
The Principle of Succession of the algorithms of LP based on using one or more compatible
formal models of a linguistic database and unified formal means for representing the
intermediate and final results of semantic-syntactic analysis of natural-language texts in the
context of various tasks, various domains and various software environments (the succession
means that the algorithms implemented in basic subsystems of LP are repeatedly used by
different linguistic processors).
The aim of the workshop is to explicate, collect, discuss, and generalize the models of
informational structures, the models of informational correspondences, and the methods
(algorithms) of processing information expressed by means of natural language either proved
to be effective in any application domain or being broadly applicable or universal as it is
shown by the results of a carried our theoretical analysis.
The particular objectives of the workshop are as follows:
(1) to explicate the collection of ideas, models, methods, and algorithms allowing for designing semantics-oriented (a) NL-interfaces being convenient, attractive for the end users of recommender systems and another Web-based applied computer systems; (b) advanced Web-based search systems;
(2) to carry out a comparative analysis of the available formal means of constructing text meaning
representations (in particular, the means provided by the Theory of Conceptual Graphs, Episodic Logic, and Theory of K-representations) from the standpoint of following the Principle of Stability of the used language of semantic representations;
(3) taking into account the available effective models of informational structures, the models
of informational correspondences, and the methods (algorithms) of processing natural
language texts, to discuss the possibilities of expanding the strategy of transforming the
existing Web into Semantic Web of a new generation (or a Meanings Understanding Web or a
Multilingual Semantic Web) proposed by V.A. Fomichov in the monograph “Semantics-
Oriented Natural Language Processing: Mathematical Models and Algorithms”, Springer:
New York, Dordrecht, Heidelberg, London, 2010,
http://www.springer.com/math/applications/book/978-0-387-72924-4 and in the paper
“Theory of K-representations as a Comprehensive Formal Framework for Developing a
Multilingual Semantic Web”, Informatica. An International Journal of Computing and
Informatics (Slovenia), 2010, Vol. 34, No. 3, http://www.informatica.si/vol34.htm#No3.
Please consider the environment before printing this e-mail.
More information about the Elsnet-list