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Semantic-based Approach to Task Assignment of Individual Profiles

Eugenio Di Sciascio, Francesco M. Donini, Giacomo Piscitelli, Marina Mongiello, Simona Colucci, Tommaso Di Noia
2004 Journal of universal computer science (Online)  
The suitability of each available individual to each task to assign is evaluated based on an algorithm whose returned scores are used as arc weights.  ...  We endow the classical weighted bipartite graph approach with a semantic based assignment of arcs weight and we describe a skill matching system implementing the approach.  ...  Here we present an approach to endow with semantics the process of searching solutions to task assignment.  ... 
doi:10.3217/jucs-010-06-0723 dblp:journals/jucs/ColucciNSDMP04 fatcat:j4n253ibe5ejblbyrvrwhowzay

Knowledge based approach to semantic composition of teams in an organization

S. Colucci, T. Di Noia, E. Di Sciascio, F. M. Donini, G. Piscitelli, S. Coppi
2005 Proceedings of the 2005 ACM symposium on Applied computing - SAC '05  
In this paper we present a Description Logics approach to the semantic-based composition of ad-hoc teams based on individuals skill profiles and on task description.  ...  The approach has been deployed as part of a skill management system that takes text files with curricula and project specifications as inputs and extracts from them available individual profiles and task  ...  Acknowledgements The authors acknowledge partial support of projects MS3DI, CNOSSO and PRIN Metodi statistici per l'integrazione di dati da fonti diverse. REFERENCES  ... 
doi:10.1145/1066677.1066974 dblp:conf/sac/ColucciNSDPC05 fatcat:7q6t4zumhfb4zaouc6xwbxgtlm

Generating Resource Profiles by Exploiting the Context of Social Annotations [chapter]

Ricardo Kawase, George Papadakis, Fabian Abel
2011 Lecture Notes in Computer Science  
Typical tagging systems merely capture that part of the tagging interactions that enrich the semantics of tag assignments according to the system's purposes.  ...  The common practice is to build tag-based resource or user profiles on the basis of statistics about tags, disregarding the additional evidence that pertain to the resource, the user or the tag assignment  ...  In both cases, we evaluate the impact of context-based profiles on the task of tag recommendations.  ... 
doi:10.1007/978-3-642-25073-6_19 fatcat:hqi3auectjachlhlbvdx2z2gnu

Automating competence management through non-standard reasoning

S. Colucci, E. Tinelli, E. Di Sciascio, F.M. Donini
2011 Engineering applications of artificial intelligence  
Competence Management calls for automated knowledge-based services in order to take full advantage from the know-how of a company.  ...  This paper presents an integrated semantic-based knowledge management system providing decision support services for several activities typical of competence management, including Core Competence evaluation  ...  Three different allocation services, implementing the approach originally proposed in [16] , are therefore provided: the assignment of one individual to one task (Single Task Assignment), the contemporary  ... 
doi:10.1016/j.engappai.2011.05.015 fatcat:a6mie6af2vbohe6zt5on55mmfm

Selection of experts for scientific and technical expertise based on semantic search

Sergey Nemeshaev, Leonid Barykin, Kazbek Dadteev
2021 Procedia Computer Science  
The main problems to be dealt with during the implementation of this approach are also indicated. After that, the results achieved with the use of semantic search are examined.  ...  The main problems to be dealt with during the implementation of this approach are also indicated. After that, the results achieved with the use of semantic search are examined.  ...  profiles of experts, the assignment of the task is carried out.  ... 
doi:10.1016/j.procs.2021.06.102 fatcat:afyvh7n4sfdgjcs6pfbp5pudz4

Lightweight Privacy-Preserving Task Assignment in Skill-Aware Crowdsourcing [chapter]

Louis Béziaud, Tristan Allard, David Gross-Amblard
2017 Lecture Notes in Computer Science  
These highly detailed worker profiles enable high-quality task assignments but may disclose a large amount of personal information to the central platform (e.g., personal preferences, availabilities, wealth  ...  In this paper, we propose a lightweight approach to protect workers privacy against the platform along the current crowdsourcing task assignment process.  ...  Conclusion We have overviewed in this paper a lightweight privacy-preserving approach to the problem of assigning tasks to workers.  ... 
doi:10.1007/978-3-319-64471-4_2 fatcat:wojtzhjk5bethk7yfsdhmvzrsa

Sub-Profiling by Linguistic Dimensions to Solve the Authorship Attribution Task

Upendra Sapkota, Thamar Solorio
2012 Conference and Labs of the Evaluation Forum  
In this paper, we describe a modified version of the profile-based approach for the Authorship Attribution (AA) task of the PAN 2012 challenge.  ...  Our PAN system for AA utilizes the concept of linguistic modalities 1 on profile-based (PB) approaches.  ...  The authors would like to thank the organizers of the PAN 2012 competition for putting together this event.  ... 
dblp:conf/clef/SapkotaS12 fatcat:bejb3ndyzfd3biqxoxle3vmosm

Ontology Based System to Guide Internship Assignment Process

Abir M'Baya, Jannik Laval, Nejib Moalla, Yacine Ouzrout, Abdelaziz Bouras
2016 2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)  
OWL is the widely accepted approach to standardize a language for ontologies. OWL ontology consists of Individuals, Properties and Classes.  ...  This result constitutes our knowledge base that helps us to extract relevant semantic rules and learn the type of profiles that corresponds to the internship posting.  ... 
doi:10.1109/sitis.2016.98 dblp:conf/sitis/MBayaLMOB16 fatcat:gamfbgfkfvdzvlnmho3xxznmle

An Enhanced Semantic Layer for Hybrid Recommender Systems

Iván Cantador, Pablo Castells, Alejandro Bellogín
2011 International Journal on Semantic Web and Information Systems (IJSWIS)  
To a significant extent, these issues can be related to a limited description and exploitation of the semantics underlying both user and item representations.  ...  In such scenario, semantic knowledge bases and item annotations are automatically produced from public sources.  ...  .  A content-based collaborative approach to enrich the semantic profiles may be beneficial.  ... 
doi:10.4018/jswis.2011010103 fatcat:q7nptioe6zawzi7de7dj3dezcm

Ontology based system to guide internship assignment process [article]

Abir M 'Baya, Yacine Ouzrout, Abdelaziz Bouras
2017 arXiv   pre-print
Internship assignment is a complicated process for universities since it is necessary to take into account a multiplicity of variables to establish a compromise between companies' requirements and student  ...  Furthermore, we outline the process of semantic matching which improves the quality of query results.  ...  OWL is the widely accepted approach to standardize a language for ontologies. OWL ontology consists of Individuals, Properties and Classes.  ... 
arXiv:1701.05059v1 fatcat:p2g6kmwtqzg4xnqreq533e2nbi

Knowledge compilation for automated Team Composition exploiting standard SQL

Eufemia Tinelli, Simona Colucci, Eugenio Di Sciascio, Francesco M. Donini
2012 Proceedings of the 27th Annual ACM Symposium on Applied Computing - SAC '12  
In this paper we present a Description Logics approach to Team Composition based on candidates technical knowledge and on tasks descriptions, modeled according to a skills ontology in ALE(D).  ...  The novelty of our approach is that our implemented service exploits standard-SQL querying expressiveness to emulate the proper reasoning procedures.  ...  [10] gathers several semantic-based approaches to retrieval, based on specifically devised non-standard services.  ... 
doi:10.1145/2245276.2232047 dblp:conf/sac/TinelliCSD12 fatcat:ja7cnbfmqvhdlgidths7zpbztm

Ontology-based Approach to Competence Profile Management

Vladimir Tarasov
2012 Journal of universal computer science (Online)  
This article addresses this problem by proposing a formal approach to competence profile management.  ...  Many approaches were proposed to modelling competence and using competence models but there is still a lack of research into structures and utilisation of competence profiles in a competence management  ...  The author is also grateful to Dr Evgeny Ivashko, Dr Andrew Krizhanovsky and Dr Christer Thörn for helpful comments on different versions of the text, as well as to the reviewers for suggesting many improvements  ... 
doi:10.3217/jucs-018-20-2893 dblp:journals/jucs/Tarasov12 fatcat:szxskbaferadzgt632bgf2zzg4

Selecting Domain-Specific Concepts for Question Generation With Lightly-Supervised Methods

Yiping Jin, Phu Le
2016 Proceedings of the 9th International Natural Language Generation conference  
To this end, we propose two lightly-supervised methods to select salient target concepts for QG based on domain knowledge collected from a corpus.  ...  Traditionally, QG systems apply syntactical transformation on individual sentences to generate open domain questions.  ...  Acknowledgments We would like to thank Tang Wei Ren and Hoe Xiu Ming for helping to evaluate the questions; as well as Dr. Justin Choo and the anonymous reviewers for their helpful feedback.  ... 
doi:10.18653/v1/w16-6623 dblp:conf/inlg/JinL16 fatcat:rs3smfw6prd47hdi5bg3ytacnq

Towards Semantic Group Formation

Asma Ounnas, Hugh C Davis, David E Millard
2007 Seventh IEEE International Conference on Advanced Learning Technologies (ICALT 2007)  
In this paper we propose an approach to learner group formation, based upon satisfying the constraints of the person forming the groups by reasoning over possibly incomplete semantic data about the potential  ...  Many approaches to learning and teaching rely upon students working in groups.  ...  Based on this, we proposed the use of semantics to allow teachers to form different types of groups by reasoning on semantic learners' profiles and the set of constraints that define the formation.  ... 
doi:10.1109/icalt.2007.268 dblp:conf/icalt/OunnasDM07 fatcat:tiq6e6jqxvdwvadsjodj5kpeym

PRIOR System: Results for OAEI 2006

Ming Mao, Yefei Peng
2006 International Semantic Web Conference  
This paper summarizes the results of PRIOR system, which is an ontology mapping system based on Profile pRopagation and InfOrmation Retrieval techniques, for OAEI 2006 campaign.  ...  The preliminary results of the experiments for four tasks (i.e. benchmark, web directories, anatomy and food) are presented. A discussion of the results and future work are given at the end.  ...  In all properties of a class, only "ID" and "label" are assigned to the class, all other properties such as "part" and "constitutional_part" are assigned to the individual.  ... 
dblp:conf/semweb/MaoP06 fatcat:vp3stcqjvzhbpdyqvoxbobj4kq
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