Predict the emergence - Application to competencies in job offers
Identifieur interne : 000239 ( Main/Exploration ); précédent : 000238; suivant : 000240Predict the emergence - Application to competencies in job offers
Auteurs : Yacine Abboud [France] ; Anne Boyer [France] ; Armelle Brun [France]Source :
English descriptors
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Abstract
—Predicting the emergence of an event enables to anticipate and make decisions upstream. For instance, in the employment sector, it becomes necessary to anticipate the emergence of competencies requirements to help job seekers, education and training organization to better match the needs of the job market. Several approaches address the competencies mining with ontologies, we adopt a different point of view by using pattern mining. We propose a new methodology to predict emerging patterns and apply it to competencies with a dataset of job offers collected on the Web. Our model allows to identify potential emerging pattern over time and thus enables to take decisions accordingly.
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Le document en format XML
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<profileDesc><textClass><keywords scheme="mix" xml:lang="en"><term>-Emergence</term>
<term>Competencies</term>
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<front><div type="abstract" xml:lang="en">—Predicting the emergence of an event enables to anticipate and make decisions upstream. For instance, in the employment sector, it becomes necessary to anticipate the emergence of competencies requirements to help job seekers, education and training organization to better match the needs of the job market. Several approaches address the competencies mining with ontologies, we adopt a different point of view by using pattern mining. We propose a new methodology to predict emerging patterns and apply it to competencies with a dataset of job offers collected on the Web. Our model allows to identify potential emerging pattern over time and thus enables to take decisions accordingly.</div>
</front>
</TEI>
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<tree><country name="France"><region name="Grand Est"><name sortKey="Abboud, Yacine" sort="Abboud, Yacine" uniqKey="Abboud Y" first="Yacine" last="Abboud">Yacine Abboud</name>
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<name sortKey="Boyer, Anne" sort="Boyer, Anne" uniqKey="Boyer A" first="Anne" last="Boyer">Anne Boyer</name>
<name sortKey="Brun, Armelle" sort="Brun, Armelle" uniqKey="Brun A" first="Armelle" last="Brun">Armelle Brun</name>
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