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[SIPTA] DEADLINE EXTENSION -- SeRSy@ISWC2012
by Thomas Lukasiewicz
Apologies for possible multiple posts
!!! SUBMISSION DEADLINE ESTENDED !!!
[NEW DATE] Submission for workshop papers: Aug 7
============================
CALL FOR PAPERS
============================
International Workshop on
Semantic Technologies meet Recommender Systems & Big Data - SeRSy 2012
in conjunction with ISWC 2012, Boston, USA, November 11-15, 2012
http://sisinflab.poliba.it/sersy2012/
IMPORTANT DATES
---------------
[NEW DATE] Submission for workshop papers: Aug 7
Notification of acceptance: Aug 21
Camera-ready versions: Sep 10
MOTIVATION
----------
People generally need more and more advanced tools that go beyond those implementing the canonical search paradigm for seeking relevant information. A new search paradigm is emerging, where the user perspective is completely reversed: from finding to being found. Recommender Systems may help to support this new perspective, because they have the effect of pushing relevant objects, selected from a large space of possible options, to potentially interested users. To achieve this result, recommendation techniques generally rely on data referring to three kinds of objects: users, items and their relations.
Recent developments of the Semantic Web community offer novel strategies to represent data about users, items and their relations that might improve the current state of the art of recommender systems, in order to move towards a new generation of recommender systems which fully understand the items they deal with.
More and more semantic data are published following the Linked Data principles, that enable to set up links between objects in different data sources, by connecting information in a single global data space: the Web of Data. Today, Web of Data includes different types of knowledge represented in a homogeneous form: sedimentary one (encyclopedic, cultural, linguistic, common-sense) and real-time one (news, data streams, ...). This data might be useful to interlink diverse information about users, items, and their relations and implement reasoning mechanisms that can support and improve the recommendation process.
The challenge is to investigate whether and how this large amount of wide-coverage and linked semantic knowledge can be automatically introduced into systems that perform tasks requiring human-level intelligence. Examples of such tasks include understanding a health problem in order to make a medical decision,
or simply deciding which laptop to buy. Recommender systems support users exactly in those complex tasks.
The primary goal of the workshop is to showcase cutting edge research on the intersection of Semantic Technologies and Recommender Systems, by taking the best of the two worlds. This combination may provide the Semantic Web community with important real-world scenarios where its potential can be effectively exploited into systems performing complex tasks.
TOPICS
-------
Topics of interest include (but are not limited to):
Recommendation approaches using Semantic technologies
- Linked Data for Recommender Systems
- Ontology-based recommendation algorithms
- Merging and ranking recommendations
- Social recommender systems
- Reasoning with Big Data
Data Acquisition
- Discovery of relevant Linked Data sources for recommendation algorithms
- Tracking provenance, evaluating reliability, quality and trustworthiness of Linked Data
- Linking, aggregating, intertwining and mining Linked Data for recommender systems
- Integrity and privacy issues
New Reference Architectures for Recommender Systems
- Linked Data in new Recommender Systems architectures
- Efficiency, performance and scalability issues
- Distributed architectures
Innovative applications
- Semantic technologies for Cross-lingual and cross-domain recommender systems
- Mining user data streams
- Semantic technologies for improving transparency and explanations
Evaluation methodologies and approaches
- Big datasets for the evaluation
- Evaluation methodologies for real time personalization in big datasets
- Semantic technologies for improving novelty, diversity and serendipity
SUBMISSION
-----------------------
We welcome work at all stages of development: papers can describe applied systems, empirical results or theoretically grounded positions.
Accepted papers will be published as CEUR workshop proceedings (http://ceur-ws.org)
Based on the quality of accepted papers we are planning to schedule a special issue of a top-level journal in 2013.
* Full papers (10-12 pages)
* Short papers (4-6 pages)
* Demos (2-4 pages for description)
Papers should be formatted according to the general ISWC2012 submission guidelines. Accepted format is PDF.
Please submit your paper via EasyChair at the following URL:
https://www.easychair.org/conferences/?conf=sersy2012
You need to open a personal account upon the first login, if you do not have one.
ORGANIZING COMMITTEE
--------------------
Marco de Gemmis - University of Bari Aldo Moro, Italy
Tommaso Di Noia - Politecnico of Bari, Italy
Pasquale Lops - University of Bari Aldo Moro, Italy
Thomas Lukasiewicz - University of Oxford, UK
Giovanni Semeraro - University of Bari Aldo Moro, Italy
PROGRAM COMMITTEE
-----------------
Fabien Abel (L3S Research Centre - Germany)
Claudio Bartolini (HP Labs @ Palo Alto - USA)
Marco Brambilla (Politecnico di Milano - Italy)
Andrea Calì (Birkbeck, University of London - UK)
Ivan Cantador (Universidad Autónoma de Madrid - Spain)
Pablo Castells (Universidad Autónoma de Madrid - Spain)
Federica Cena (University of Turin - Italy)
Bettina Fazzinga (Università della Calabria - Italy)
Tim Furche (Oxford University Computing Laboratories - UK)
Nicola Henze (Leibniz Universitä Hannover - Germany)
Dominikus Heckmann (DFKI - Germany)
Leo Iaquinta (Univ.di Milano Bicocca - Italy)
Ahsan Morshed (CSIRO - Australia)
Roberto Mirizzi (Politecnico of Bari - Italy)
Enrico Motta (Open University in Milton Keynes - UK)
Cataldo Musto (Università di Bari "Aldo Moro" - Italy)
Fedelucio Narducci (Univ.di Milano Bicocca - Italy)
Vito Claudio Ostuni (Politecnico of Bari - Italy)
Alexandre Passant (seevl.net - Ireland)
Gerardo I. Simari (University of Oxford - UK)
Markus Zanker (Alpen–Adria–Universitä Klagenfurt - Austria)
CONTACT
-----------------
e-mail:sersy2012(a)gmail.com
Web page:http://sisinflab.poliba.it/sersy2012/
twitter: @sersy2012
linkedin:http://tinyurl.com/sersy2012
July 30, 2012
[SIPTA] Deadline Extension: URSW 2012
by Thomas Lukasiewicz
***********************************************************
CALL FOR PAPERS (AND EXTENDED SUBMISSION DEADLINE)
8th International Workshop on
Uncertainty Reasoning for the Semantic Web (URSW 2012)
http://c4i.gmu.edu/ursw/2012
In conjunction with the
11th International Semantic Web Conference (ISWC 2012)
Boston, USA
November 11-12, 2012
***********************************************************
You are invited to participate in the upcoming workshop on Uncertainty
Reasoning for the Semantic Web (URSW), to be held as part of the 11th
International Semantic Web Conference (ISWC) in November of 2012 at the
Boston Park Plaza Hotel & Towers, USA.
ISWC is a major international forum for presenting visionary research on all
aspects of the Semantic Web. The Uncertainty Reasoning Workshop is an
exciting opportunity for collaboration and cross-fertilization between the
uncertainty reasoning community and the Semantic Web community.
Effective methods for reasoning under uncertainty are vital for realizing
many aspects of the Semantic Web vision, but the ability of
current-generation web technology to handle uncertainty is extremely
limited. Recently, there has been a groundswell of demand for uncertainty
reasoning technology among Semantic Web researchers and developers.
This surge of interest creates a unique opening to bring together two
communities with a clear commonality of interest but limited history of
interaction. By capitalizing on this opportunity, URSW could spark dramatic
progress toward realizing the Semantic Web vision.
AUDIENCE
The intended audience for this workshop includes the following:
- Researchers in uncertainty reasoning technologies with interest in
Semantic Web and Web-related technologies;
- Semantic web developers and researchers;
- People in the knowledge representation community with interest in the
Semantic Web.
- Ontology researchers and ontological engineers;
- Web services researchers and developers with interest in the Semantic Web;
- Developers of tools designed to support semantic web implementation, e.g.,
Jena developers, Protégé developers, OWL-API developers.
TOPIC LIST
We intend to have an open discussion on any topic relevant to the general
subject of uncertainty in the Semantic Web (including fuzzy theory,
probability theory, and other approaches). Therefore, the following list
should be just an initial guide.
- Syntax and semantics for extensions to Semantic Web languages to enable
representation of uncertainty;
- Logical formalisms to support uncertainty in Semantic Web languages;
- Probability theory as a means of assessing the likelihood that terms in
different ontologies refer to the same or similar concepts;
- Architectures for applying plausible reasoning to the problem of ontology
mapping;
- Using fuzzy approaches to deal with imprecise concepts within ontologies;
- The concept of a probabilistic ontology and its relevance to the Semantic
Web;
- Best practices for representing uncertain, incomplete, ambiguous, or
controversial information in the Semantic Web;
- The role of uncertainty as it relates to Web services;
- Interface protocols with support for uncertainty as a means to improve
interoperability among Web services;
- Uncertainty reasoning techniques applied to trust issues in the Semantic
Web;
- Existing implementations of uncertainty reasoning tools in the context of
the Semantic Web;
- Issues and techniques for integrating tools for representing and reasoning
with uncertainty;
- The future of uncertainty reasoning for the Semantic Web.
IMPORTANT DATES
August 7, 2012 (new!) Paper submissions due
August 21 Paper acceptance notification
September 10 Camera-ready papers due
November 11-12 URSW 2012
SUBMISSION DETAILS
The URSW workshop will be accepting submissions of technical papers and
position papers. Each submission will be evaluated for acceptability by at
least three members of the Program Committee. Decisions about acceptance
will be based on relevance to the above topic list, originality, potential
significance, topicality, and clarity. Since all accepted papers will be
presented at the workshop, we require that at least one of the submitting
authors must be a registered participant at the ISWC 2012 conference, and
committed to attend the URSW workshop.
Submissions to the workshop are only accepted in electronic format and
should be sent via the workshop’s submission site:
https://www.easychair.org/account/signin.cgi?conf=ursw2012. Papers must be
formatted in the style of the Springer publications format for Lecture Notes
in Computer Science (LNCS). This is the very same format adopted by the ISWC
2011. For complete details, see Springer’s Author Instructions
(http://www.springer.com/computer/lncs?SGWID=0-164-6-793341-0)
Technical papers submitted to the URSW Workshop must not exceed 12 pages,
including figures. Submissions exceeding this limit will not be reviewed.
Position papers consist of a summary of ideas, projects, or any research
efforts that are relevant to the URSW Workshop and must not exceed 4 pages.
Following the general acceptance rules of the ISWC 2012 conference, papers
that, at the time of submission, are under review for or have already been
published in or accepted for publication in a journal or another conference
will not be accepted to the URSW workshop.
PRESENTATION AND PUBLICATION
URSW 2012 will be a full-day workshop divided into 4 sessions. The first
session will start with the workshop's keynote presentation, which will be
followed by technical paper presentations. Sessions two and three will be
devoted to presenting our selected technical and position papers, while the
remaining session will be planned in a format that invites an open debate on
results, conclusions, and recommendations. We plan to convey a work meeting
after the workshop, if the last session needs to be extended.
All papers accepted to URSW 2012 will be presented during the workshop and
published in the workshop proceedings. Authors of accepted technical papers
will have 20 minutes to present their work, while authors of accepted
position papers will have a 10-minute slot to share their ideas. After each
presentation, 5 minutes will be allocated to questions from the audience.
Both technical and position papers will be published in the URSW workshop
proceedings, to be available after the ISWC 2012 Conference.
In addition, technical papers accepted for presentation at URSW 2012 will be
eligible for participating in an international journal special issue or in a
post-proceedings book.
ORGANIZING COMMITTEE
The organizing committee is as follows (in alphabetical order):
Fernando Bobillo - University of Zaragoza, Spain
Rommel N. Carvalho - George Mason University, USA
Paulo C. G. Costa - George Mason University, USA
Nicola Fanizzi - University of Bari, Italy
Kathryn B. Laskey - George Mason University, USA
Kenneth J. Laskey - MITRE Corporation, USA
Thomas Lukasiewicz - University of Oxford, UK
Trevor Martin - University of Bristol, UK
Matthias Nickles - Technical University of Munich, Germany
Michael Pool - Vertical Search Works, Inc., USA
PROGRAM COMMITTEE
The confirmed members of the program committee are the following (in
alphabetical order):
Fernando Bobillo - Universidad de Zaragoza, Spain
Silvia Calegari - University of Milano-Bicocca, Italy
Rommel N. Carvalho - George Mason University, USA
Davide Ceolin - VU University Amsterdam, Netherlands
Paulo C. G. Costa - George Mason University, USA
Fabio G. Cozman - Universidade de Sao Paulo, Brazil
Nicola Fanizzi - University of Bari, Italy
Marcelo Ladeira - University of Brasilia, Brazil
Kathryn B. Laskey - George Mason University, USA
Kenneth J. Laskey - MITRE Corporation, USA
Thomas Lukasiewicz - University of Oxford, UK
Trevor Martin - University of Bristol, UK
Matthias Nickles - Technical University of Munich, Germany
Rafael Peñaloza - Technical University Dresden, Germany
Michael Pool - Vertical Search Works, Inc., USA
Livia Predoiu - University of Magdeburg, Germany
Guilin Qi - Southeast University, China
Célia Ralha - University of Brasilia, Brazil
Dave Robertson - University of Edinburgh, UK
Daniel Sánchez - European Centre for Soft Computing, Spain
Sergej Sizov - University of Koblenz-Landau, Germany
Giorgos Stoilos - National and Technical University of Athens, Greece
Umberto Straccia - ISTI-CNR, Pisa, Italy
Matthias Thimm - Universität Koblenz, Germany
Andreas Tolk - Old Dominion University, USA
Peter Vojtas - Charles University, Czech Republic
We are looking forward to seeing you in Boston!
July 28, 2012
[SIPTA] Final CFP - SeRSy@ISWC 2012 - Semantic Technologies meet Recommender Systems & Big Data
by Thomas Lukasiewicz
Apologies for possible multiple posts
============================
CALL FOR PAPERS
============================
International Workshop on
Semantic Technologies meet Recommender Systems & Big Data - SeRSy 2012
in conjunction with ISWC 2012, Boston, USA, November 11-15, 2012
http://sisinflab.poliba.it/sersy2012/
IMPORTANT DATES
---------------
Submission for workshop papers: Jul 31
Notification of acceptance: Aug 21
Camera-ready versions: Sep 10
MOTIVATION
----------
People generally need more and more advanced tools that go beyond those implementing the canonical search paradigm for seeking relevant information. A new search paradigm is emerging, where the user perspective is completely reversed: from finding to being found. Recommender Systems may help to support this new perspective, because they have the effect of pushing relevant objects, selected from a large space of possible options, to potentially interested users. To achieve this result, recommendation techniques generally rely on data referring to three kinds of objects: users, items and their relations.
Recent developments of the Semantic Web community offer novel strategies to represent data about users, items and their relations that might improve the current state of the art of recommender systems, in order to move towards a new generation of recommender systems which fully understand the items they deal with.
More and more semantic data are published following the Linked Data principles, that enable to set up links between objects in different data sources, by connecting information in a single global data space: the Web of Data. Today, Web of Data includes different types of knowledge represented in a homogeneous form: sedimentary one (encyclopedic, cultural, linguistic, common-sense) and real-time one (news, data streams, ...). This data might be useful to interlink diverse information about users, items, and their relations and implement reasoning mechanisms that can support and improve the recommendation process.
The challenge is to investigate whether and how this large amount of wide-coverage and linked semantic knowledge can be automatically introduced into systems that perform tasks requiring human-level intelligence. Examples of such tasks include understanding a health problem in order to make a medical decision,
or simply deciding which laptop to buy. Recommender systems support users exactly in those complex tasks.
The primary goal of the workshop is to showcase cutting edge research on the intersection of Semantic Technologies and Recommender Systems, by taking the best of the two worlds. This combination may provide the Semantic Web community with important real-world scenarios where its potential can be effectively exploited into systems performing complex tasks.
TOPICS
-------
Topics of interest include (but are not limited to):
Recommendation approaches using Semantic technologies
- Linked Data for Recommender Systems
- Ontology-based recommendation algorithms
- Merging and ranking recommendations
- Social recommender systems
- Reasoning with Big Data
Data Acquisition
- Discovery of relevant Linked Data sources for recommendation algorithms
- Tracking provenance, evaluating reliability, quality and trustworthiness of Linked Data
- Linking, aggregating, intertwining and mining Linked Data for recommender systems
- Integrity and privacy issues
New Reference Architectures for Recommender Systems
- Linked Data in new Recommender Systems architectures
- Efficiency, performance and scalability issues
- Distributed architectures
Innovative applications
- Semantic technologies for Cross-lingual and cross-domain recommender systems
- Mining user data streams
- Semantic technologies for improving transparency and explanations
Evaluation methodologies and approaches
- Big datasets for the evaluation
- Evaluation methodologies for real time personalization in big datasets
- Semantic technologies for improving novelty, diversity and serendipity
SUBMISSION
-----------------------
We welcome work at all stages of development: papers can describe applied systems, empirical results or theoretically grounded positions.
Accepted papers will be published as CEUR workshop proceedings (http://ceur-ws.org)
Based on the quality of accepted papers we are planning to schedule a special issue of a top-level journal in 2013.
* Full papers (10-12 pages)
* Short papers (4-6 pages)
* Demos (2-4 pages for description)
Papers should be formatted according to the general ISWC2012 submission guidelines. Accepted format is PDF.
Please submit your paper via EasyChair at the following URL:
https://www.easychair.org/conferences/?conf=sersy2012
You need to open a personal account upon the first login, if you do not have one.
ORGANIZING COMMITTEE
--------------------
Marco de Gemmis - University of Bari Aldo Moro, Italy
Tommaso Di Noia - Politecnico of Bari, Italy
Pasquale Lops - University of Bari Aldo Moro, Italy
Thomas Lukasiewicz - University of Oxford, UK
Giovanni Semeraro - University of Bari Aldo Moro, Italy
PROGRAM COMMITTEE
-----------------
Fabien Abel (L3S Research Centre - Germany)
Claudio Bartolini (HP Labs @ Palo Alto - USA)
Marco Brambilla (Politecnico di Milano - Italy)
Andrea Calì (Birkbeck, University of London - UK)
Ivan Cantador (Universidad Autónoma de Madrid - Spain)
Pablo Castells (Universidad Autónoma de Madrid - Spain)
Federica Cena (University of Turin - Italy)
Bettina Fazzinga (Università della Calabria - Italy)
Tim Furche (Oxford University Computing Laboratories - UK)
Nicola Henze (Leibniz Universitä Hannover - Germany)
Leo Iaquinta (Univ.di Milano Bicocca - Italy)
Roberto Mirizzi (Politecnico of Bari - Italy)
Enrico Motta (Open University in Milton Keynes - UK)
Cataldo Musto (Università di Bari "Aldo Moro" - Italy)
Fedelucio Narducci (Univ.di Milano Bicocca - Italy)
Vito Claudio Ostuni (Politecnico of Bari - Italy)
Alexandre Passant (seevl.net - Ireland)
Gerardo I. Simari (University of Oxford - UK)
Markus Zanker (Alpen–Adria–Universitä Klagenfurt - Austria)
CONTACT
-----------------
e-mail:sersy2012(a)gmail.com
Web page:http://sisinflab.poliba.it/sersy2012/
twitter: @sersy2012
linkedin:http://tinyurl.com/sersy2012
July 28, 2012
[SIPTA] Post-doc Researcher in the area of robust estimation (IDSIA, Lugano, Switzerland)
by Alessio Benavoli
A position for a post-doctoral researcher in the area of robust
estimation is available at
IDSIA (Lugano, Switzerland, www.idsia.ch) Occupancy degree is 100%.
**Background
In performing a Bayesian analysis concerning the unknown value of a
parameter, one is required to express the prior beliefs about the
parameter in the form of a prior distribution. However, prior
information is often imprecise and cannot be expressed with a single
prior distribution. In this case, an alternative approach is to
express prior information in terms of a family consisting of all prior
distributions that are deemed reasonable in representing one’s prior
beliefs. Inferences should then carried out by considering the whole
family of distributions. This approach is known as Bayesian robustness
- examples are contamination models, intervals of measures, density
ratio classes, etc. In the case almost no prior information is
available on the parameter, the family of distributions should be as
large (i.e., as least-committal, or as weak) as possible in order to
describe this state of prior ignorance. In this respect, the class of
families known as near-ignorance priors has recently been the focus of
much research: these are models that express a minimal state of
beliefs a priori, thus representing a condition of prior ignorance on
some random quantities of interest, while always leading to
informative posterior inferences. Prior near-ignorance models can be
regarded as an objective-minded approach to inference, in that prior
beliefs are maximally weakened in favor of information coming from
data.
You can obtain further information and references from our website:
http://ipg.idsia.ch/.
**Keywords: robust estimation, Bayesian robustness, set of
distributions, imprecise probability, consistency of the posterior
distribution, asymptotic analysis.
**Job description
The goal of this project is first of all to develop new methods for
robust estimation based on families of distributions with particular
emphasis on near-ignorance models. Therefore the project will be
mostly based initially on methodological developments at the
theoretical level. The second part of the project will focus on the
application of those methods to problems in which robustness is an
issue such as, for instance, regression, filtering, time series
analysis (e.g., robust Kalman filter) etc. The project is granted by
the Swiss National Science Foundation and focuses on basic research.
**Requirements
-have excellent mathematical skills, preferable in the area of
probability and statistics,
-have both a Master and a Ph.D. degree in mathematics or statistics or
physics or engineering or related area,
-have a strong publication record on topics related to statistical
estimation, robust estimation, applied probability.
-strong commitment to research and publication.
**We offer
-a two-years position (degree of occupancy 100%), with possibility of
prolongation;
-international working environment (English is the official language);
-funded travels in case of papers accepted by well-known international
conferences.
**Application
Applicants should submit the following documents, written in English:
-curriculum vitae;
-list of exams and grades obtained during the Bachelor and the Master
of Science;
-list of three references (with e-mail addresses);
-brief statement on how their research interests fit the topics above
(1-2 pages);
-publication list and possibly links to the thesis.
Applications should be submitted by 31 August 2012 through the online
form at the address:
www.supsi.ch/go/bando_robustestimation_researcher_IDSIA
Incomplete applications, or submitted to other addresses, or beyond
the deadline will be not accepted.
For further information please refer to the official page for this position:
http://www.supsi.ch/home/supsi/lavora-con-noi/2012-08-31.html
or contact
Alessio Benavoli,
alessio(a)idsia.ch
July 19, 2012
[SIPTA] FW: Call for Papers: IEEE Symposium on Computational Intelligence for Engineering Solutions
by Kreinovich
July 16, 2012
[SIPTA] CFP: SeRSy 2012 - Semantic Technologies meet Recommender Systems & Big Data
by Thomas Lukasiewicz
Apologies for possible multiple posts
============================
CALL FOR PAPERS
============================
International Workshop on
Semantic Technologies meet Recommender Systems & Big Data - SeRSy 2012
in conjunction with ISWC 2012, Boston, USA, November 11-15, 2012
http://sisinflab.poliba.it/sersy2012/
IMPORTANT DATES
---------------
Submission for workshop papers: Jul 31
Notification of acceptance: Aug 21
Camera-ready versions: Sep 10
MOTIVATION
----------
People generally need more and more advanced tools that go beyond those implementing the canonical search paradigm for seeking relevant information. A new search paradigm is emerging, where the user perspective is completely reversed: from finding to being found. Recommender Systems may help to support this new perspective, because they have the effect of pushing relevant objects, selected from a large space of possible options, to potentially interested users. To achieve this result, recommendation techniques generally rely on data referring to three kinds of objects: users, items and their relations.
Recent developments of the Semantic Web community offer novel strategies to represent data about users, items and their relations that might improve the current state of the art of recommender systems, in order to move towards a new generation of recommender systems which fully understand the items they deal with.
More and more semantic data are published following the Linked Data principles, that enable to set up links between objects in different data sources, by connecting information in a single global data space: the Web of Data. Today, Web of Data includes different types of knowledge represented in a homogeneous form: sedimentary one (encyclopedic, cultural, linguistic, common-sense) and real-time one (news, data streams, ...). This data might be useful to interlink diverse information about users, items, and their relations and implement reasoning mechanisms that can support and improve the recommendation process.
The challenge is to investigate whether and how this large amount of wide-coverage and linked semantic knowledge can be automatically introduced into systems that perform tasks requiring human-level intelligence. Examples of such tasks include understanding a health problem in order to make a medical decision,
or simply deciding which laptop to buy. Recommender systems support users exactly in those complex tasks.
The primary goal of the workshop is to showcase cutting edge research on the intersection of Semantic Technologies and Recommender Systems, by taking the best of the two worlds. This combination may provide the Semantic Web community with important real-world scenarios where its potential can be effectively exploited into systems performing complex tasks.
TOPICS
-------
Topics of interest include (but are not limited to):
Recommendation approaches using Semantic technologies
- Linked Data for Recommender Systems
- Ontology-based recommendation algorithms
- Merging and ranking recommendations
- Social recommender systems
- Reasoning with Big Data
Data Acquisition
- Discovery of relevant Linked Data sources for recommendation algorithms
- Tracking provenance, evaluating reliability, quality and trustworthiness of Linked Data
- Linking, aggregating, intertwining and mining Linked Data for recommender systems
- Integrity and privacy issues
New Reference Architectures for Recommender Systems
- Linked Data in new Recommender Systems architectures
- Efficiency, performance and scalability issues
- Distributed architectures
Innovative applications
- Semantic technologies for Cross-lingual and cross-domain recommender systems
- Mining user data streams
- Semantic technologies for improving transparency and explanations
Evaluation methodologies and approaches
- Big datasets for the evaluation
- Evaluation methodologies for real time personalization in big datasets
- Semantic technologies for improving novelty, diversity and serendipity
SUBMISSION
-----------------------
We welcome work at all stages of development: papers can describe applied systems, empirical results or theoretically grounded positions.
Accepted papers will be published as CEUR workshop proceedings (http://ceur-ws.org)
Based on the quality of accepted papers we are planning to schedule a special issue of a top-level journal in 2013.
* Full papers (10-12 pages)
* Short papers (4-6 pages)
* Demos (2-4 pages for description)
Papers should be formatted according to the general ISWC2012 submission guidelines. Accepted format is PDF.
Please submit your paper via EasyChair at the following URL:
https://www.easychair.org/conferences/?conf=sersy2012
You need to open a personal account upon the first login, if you do not have one.
ORGANIZING COMMITTEE
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Marco de Gemmis - University of Bari Aldo Moro, Italy
Tommaso Di Noia - Politecnico of Bari, Italy
Pasquale Lops - University of Bari Aldo Moro, Italy
Thomas Lukasiewicz - University of Oxford, UK
Giovanni Semeraro - University of Bari Aldo Moro, Italy
PROGRAM COMMITTEE
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Fabien Abel (L3S Research Centre - Germany)
Claudio Bartolini (HP Labs @ Palo Alto - USA)
Marco Brambilla (Politecnico di Milano - Italy)
Andrea Cali (Birkbeck, University of London - UK)
Ivan Cantador (Universidad Autonoma de Madrid - Spain)
Pablo Castells (Universidad Autonoma de Madrid - Spain)
Federica Cena (University of Turin - Italy)
Bettina Fazzinga (Universita della Calabria - Italy)
Tim Furche (Oxford University Computing Laboratories - UK)
Nicola Henze (Leibniz Universitaet Hannover - Germany)
Leo Iaquinta (Univ.di Milano Bicocca - Italy)
Roberto Mirizzi (Politecnico of Bari - Italy)
Enrico Motta (Open University in Milton Keynes - UK)
Cataldo Musto (Universita di Bari "Aldo Moro" - Italy)
Fedelucio Narducci (Univ.di Milano Bicocca - Italy)
Vito Claudio Ostuni (Politecnico of Bari - Italy)
Alexandre Passant (seevl.net - Ireland)
Gerardo I. Simari (University of Oxford - UK)
Markus Zanker (Alpen-Adria-Universitaet Klagenfurt - Austria)
CONTACT
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e-mail:sersy2012(a)gmail.com
Web page:http://sisinflab.poliba.it/sersy2012/
twitter: @sersy2012
linkedin:http://tinyurl.com/sersy2012
July 10, 2012