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um das bestehende Recruiting System von karriere.at mit Konzepten des Machi
ne Learning zu verbessern. In einem ersten Schritt wird automatisiert ein wa
chsendes, umfassendes User-Profil der Jobsuchenden erstellt (Growing Candida
te Profile). Darauf aufbauend wird mittels Methoden des Unsupervised Machine
Learnings ein „Job Market Graph“ aufgebaut, um Daten zu Berufen mit bei
spielsweise Branchen, Skills und zusätzlichen Merkmalen zu verbinden. Durch
eine semantische Text- und Kontextanalyse erfolgt eine ständige Anreicheru
ng um neue Begriffe, wobei auch eine zeitliche Evolution unterstützt werden
soll, z.B. geänderte Anforderungen für einen Berufszweig. Aufbauend auf d
en Job Market Graph unterbreitet ein intelligentes, dynamisches Empfehlungss
ystem passende Jobs und unterstützt KandidatInnen aktiv mit individuellen V
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Projektstart: 01-07-2021
Projektende: 31-10-2023
Kategorie:
Im Rahmen des Projektes wird das „Career Advisory System“ entwickelt, um das bestehende Recruiting System von karriere.at mit Konzepten des Machine Learning zu verbessern. In einem ersten Schritt wird automatisiert ein wachsendes, umfassendes User-Profil der Jobsuchenden erstellt (Growing Candidate Profile). Darauf aufbauend wird mittels Methoden des Unsupervised Machine Learnings ein „Job Market Graph“ aufgebaut, um Daten zu Berufen mit beispielsweise Branchen, Skills und zusätzlichen Merkmalen zu verbinden. Durch eine semantische Text- und Kontextanalyse erfolgt eine ständige Anreicherung um neue Begriffe, wobei auch eine zeitliche Evolution unterstützt werden soll, z.B. geänderte Anforderungen für einen Berufszweig. Aufbauend auf den Job Market Graph unterbreitet ein intelligentes, dynamisches Empfehlungssystem passende Jobs und unterstützt KandidatInnen aktiv mit individuellen Vorschlägen zur potentiellen Karriereentwicklung.
Leitung
Johannes Schönböck
Mitglieder
Mirjam Augstein
Ulrich Bodenhofer
Helmut Leeb
Thomas Teichmeister
Helga Ludwig
Fördergeber
Unternehmenspartner