Extbase Variable Dump
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   project => PEEC\PeecExtension\Domain\Model\Projectprototypepersistent entity (uid=23, pid=25)
      title => protected'Career Advisory System' (22 chars)
      startdate => protectedDateTimeprototypeobject (2021-07-01T00:00:00+02:00, 1625090400)
      enddate => protectedDateTimeprototypeobject (2023-10-31T00:00:00+01:00, 1698706800)
      description => protected'<p>Im Rahmen des Projektes wird das „Career Advisory System“ entwickelt,
          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
         orschlägen zur potentiellen Karriereentwicklung.</p>
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                  ng Business Informatics Groups</p>
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Projektdetail

Projekte

Career Advisory System

Projektstart: 01-07-2021

Projektende: 31-10-2023

Kategorie:

  • Personalization

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

Placeholder Picture for Johannes Schönböck

Johannes Schönböck

Mitglieder

Picture of Mirjam Augstein

Mirjam Augstein

Picture of Ulrich Bodenhofer

Ulrich Bodenhofer

Picture of Helmut Leeb

Helmut Leeb

Picture of Thomas Teichmeister

Thomas Teichmeister

Picture of Helga Ludwig

Helga Ludwig

Fördergeber

Unternehmenspartner