array(2 items) settings => array(4 items) limit => '0' (1 chars) project => '' (0 chars) author => '' (0 chars) year => '0' (1 chars) 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>Within the project, the "Career Advisory System" is developed to improve
the existing recruiting system of karriere.at with concepts of Machine Learn
ing. In a first step, a growing, comprehensive user profile of the job seeke
rs is created automatically (Growing Candidate Profile). Based on this, a "J
ob Market Graph" is built using Unsupervised Machine Learning methods to con
nect data on occupations with, for example, industries, skills and additiona
l characteristics. A semantic text and context analysis is used to continuou
sly enrich the graph with new terms, while also supporting temporal evolutio
n, e.g. changing requirements for an occupation. Based on the Job Market Gra
ph, an intelligent, dynamic recommendation system submits suitable jobs and
actively supports candidates with individual suggestions for potential caree
r development.</p>' (854 chars) colorCode => protected'#1A5276' (7 chars) active => protectedTRUE teaserimage => protectedTYPO3\CMS\Extbase\Domain\Model\FileReferenceprototypepersistent entity (uid=392, pid=25) uidLocal => protected241 (integer) configurationManager => protectedTYPO3\CMS\Extbase\Configuration\ConfigurationManagersingletonobject objectManager => protectedTYPO3\CMS\Extbase\Object\ObjectManagersingletonobjectfiltered concreteConfigurationManager => protectedTYPO3\CMS\Extbase\Configuration\FrontendConfigurationManagersingletonobject flexFormService => protectedTYPO3\CMS\Core\Service\FlexFormServicesingletonobject configuration => protectedarray(4 items) userFunc => 'TYPO3\CMS\Extbase\Core\Bootstrap->run' (37 chars) extensionName => 'PeecExtension' (13 chars) pluginName => 'Peecfe' (6 chars) vendorName => 'PEEC' (4 chars) contentObject => protectedTYPO3\CMS\Frontend\ContentObject\ContentObjectRendererprototypeobjectfiltered objectManager => protectedTYPO3\CMS\Extbase\Object\ObjectManagersingletonobjectfiltered typoScriptService => protectedTYPO3\CMS\Core\TypoScript\TypoScriptServiceprototypeobject extensionName => protected'PeecExtension' (13 chars) pluginName => protected'Peecfe' (6 chars) configurationCache => protectedarray(1 item) peecextension_peecfe => array(10 items) persistence => array(4 items)max depth mvc => array(2 items)max depth features => array(4 items)max depth view => array(3 items)max depth userFunc => 'TYPO3\CMS\Extbase\Core\Bootstrap->run' (37 chars) extensionName => 'PeecExtension' (13 chars) pluginName => 'Peecfe' (6 chars) vendorName => 'PEEC' (4 chars) controllerConfiguration => array(1 item)max depth settings => array(4 items)max depth environmentService => protectedTYPO3\CMS\Extbase\Service\EnvironmentServicesingletonobject environmentService => protectedTYPO3\CMS\Extbase\Service\EnvironmentServicesingletonobjectsee above originalResource => protectedNULL uid => protected392 (integer) _localizedUid => protected392 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected392 (integer)modified pid => protected25 (integer) media => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (empty) member => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (4 items) 000000004d425412000000000a902f1e => PEEC\PeecExtension\Domain\Model\Employeeprototypepersistent entity (uid=2, pid=21) firstnameAbbr => protected'' (0 chars) firstname => protected'Mirjam' (6 chars) lastname => protected'Augstein' (8 chars) academictitle => protected'FH-Prof. DI (FH) Dr.' (20 chars) postacademictitle => protected'' (0 chars) email => protected'mirjam.augstein@fh-hagenberg.at' (31 chars) phonenumber => protected'+43 (0)50804-22623' (18 chars) picture => protectedTYPO3\CMS\Extbase\Domain\Model\FileReferenceprototypepersistent entity (uid=71, pid=21) uidLocal => protected55 (integer) configurationManager => protectedTYPO3\CMS\Extbase\Configuration\ConfigurationManagersingletonobjectsee above originalResource => protectedNULL uid => protected71 (integer) _localizedUid => protected71 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected71 (integer)modified pid => protected21 (integer) position => protectedPEEC\PeecExtension\Domain\Model\Positionprototypepersistent entity (uid=1, pid=24) name => protected'Lead' (4 chars) uid => protected1 (integer) _localizedUid => protected1 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected1 (integer)modified pid => protected24 (integer) education => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (2 items) 000000004d4254e8000000000a902f1e => PEEC\PeecExtension\Domain\Model\Educationprototypepersistent entity (uid=18, pid=21) name => protected'Johannes Kepler University Linz' (31 chars) subject => protected'Informatics' (11 chars) type => protected'Doctoral Engineer' (17 chars) startdate => protectedDateTimeprototypeobject (2006-10-01T02:00:00+02:00, 1159660800) enddate => protectedDateTimeprototypeobject (2011-12-01T01:00:00+01:00, 1322697600) uid => protected18 (integer) _localizedUid => protected18 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected18 (integer)modified pid => protected21 (integer) 000000004d425483000000000a902f1e => PEEC\PeecExtension\Domain\Model\Educationprototypepersistent entity (uid=19, pid=21) name => protected'University of Applied Sciences Upper Austria' (44 chars) subject => protected'Engineering for computer based learning' (39 chars) type => protected'Dipl. Ing. (FH)' (15 chars) startdate => protectedDateTimeprototypeobject (2002-10-01T02:00:00+02:00, 1033430400) enddate => protectedDateTimeprototypeobject (2006-07-01T02:00:00+02:00, 1151712000) uid => protected19 (integer) _localizedUid => protected19 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected19 (integer)modified pid => protected21 (integer) career => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (3 items) 000000004d4254a8000000000a902f1e => PEEC\PeecExtension\Domain\Model\Careerprototypepersistent entity (uid=27, pid=21) company => protected'FH OÖ Studienbetriebs GmbH' (27 chars) place => protected'Hagenberg' (9 chars) position => protected'Professor for personalized and collaborative systems' (52 chars) jobdescription => protected'' (0 chars) startdate => protectedDateTimeprototypeobject (2012-04-01T02:00:00+02:00, 1333238400) enddate => protectedNULL uid => protected27 (integer) _localizedUid => protected27 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected27 (integer)modified pid => protected21 (integer) 000000004d4254a3000000000a902f1e => PEEC\PeecExtension\Domain\Model\Careerprototypepersistent entity (uid=28, pid=21) company => protected'University of Applied Sciences Upper Austria' (44 chars) place => protected'Hagenberg' (9 chars) position => protected'Assistant Professor' (19 chars) jobdescription => protected'' (0 chars) startdate => protectedDateTimeprototypeobject (2010-09-01T02:00:00+02:00, 1283299200) enddate => protectedDateTimeprototypeobject (2012-04-01T02:00:00+02:00, 1333238400) uid => protected28 (integer) _localizedUid => protected28 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected28 (integer)modified pid => protected21 (integer) 000000004d425544000000000a902f1e => PEEC\PeecExtension\Domain\Model\Careerprototypepersistent entity (uid=29, pid=21) company => protected'Johannes Kepler University' (26 chars) place => protected'Linz' (4 chars) position => protected'Research assistant' (18 chars) jobdescription => protected'' (0 chars) startdate => protectedDateTimeprototypeobject (2006-10-01T02:00:00+02:00, 1159660800) enddate => protectedDateTimeprototypeobject (2010-08-01T02:00:00+02:00, 1280620800) uid => protected29 (integer) _localizedUid => protected29 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected29 (integer)modified pid => protected21 (integer) uid => protected2 (integer) _localizedUid => protected2 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected2 (integer)modified pid => protected21 (integer) 000000004d4254bd000000000a902f1e => PEEC\PeecExtension\Domain\Model\Employeeprototypepersistent entity (uid=125, pid=21) firstnameAbbr => protected'' (0 chars) firstname => protected'Ulrich' (6 chars) lastname => protected'Bodenhofer' (10 chars) academictitle => protected'Dr.' (3 chars) postacademictitle => protected'' (0 chars) email => protected'' (0 chars) phonenumber => protected'' (0 chars) picture => protectedTYPO3\CMS\Extbase\Domain\Model\FileReferenceprototypepersistent entity (uid=395, pid=21) uidLocal => protected242 (integer) configurationManager => protectedTYPO3\CMS\Extbase\Configuration\ConfigurationManagersingletonobjectsee above originalResource => protectedNULL uid => protected395 (integer) _localizedUid => protected395 (integer)modified _languageUid => protected-1 (integer)modified _versionedUid => protected395 (integer)modified pid => protected21 (integer) position => protectedPEEC\PeecExtension\Domain\Model\Positionprototypepersistent entity (uid=3, pid=24) name => protected'Extern' (6 chars) uid => protected3 (integer) _localizedUid => protected3 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected3 (integer)modified pid => protected24 (integer) education => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (empty) career => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (empty) uid => protected125 (integer) _localizedUid => protected125 (integer)modified _languageUid => protected-1 (integer)modified _versionedUid => protected125 (integer)modified pid => protected21 (integer) 000000004d42555b000000000a902f1e => PEEC\PeecExtension\Domain\Model\Employeeprototypepersistent entity (uid=54, pid=21) firstnameAbbr => protected'' (0 chars) firstname => protected'Helmut' (6 chars) lastname => protected'Leeb' (4 chars) academictitle => protected'' (0 chars) postacademictitle => protected'BSc MSc' (7 chars) email => protected'helmut.leeb@fh-hagenberg.at' (27 chars) phonenumber => protected'' (0 chars) picture => protectedTYPO3\CMS\Extbase\Domain\Model\FileReferenceprototypepersistent entity (uid=254, pid=21) uidLocal => protected119 (integer) configurationManager => protectedTYPO3\CMS\Extbase\Configuration\ConfigurationManagersingletonobjectsee above originalResource => protectedNULL uid => protected254 (integer) _localizedUid => protected254 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected254 (integer)modified pid => protected21 (integer) position => protectedPEEC\PeecExtension\Domain\Model\Positionprototypepersistent entity (uid=13, pid=24) name => protected'Former Members' (14 chars) uid => protected13 (integer) _localizedUid => protected13 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected13 (integer)modified pid => protected24 (integer) education => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (empty) career => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (empty) uid => protected54 (integer) _localizedUid => protected54 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected54 (integer)modified pid => protected21 (integer) 000000004d42550e000000000a902f1e => PEEC\PeecExtension\Domain\Model\Employeeprototypepersistent entity (uid=56, pid=21) firstnameAbbr => protected'' (0 chars) firstname => protected'Thomas' (6 chars) lastname => protected'Teichmeister' (12 chars) academictitle => protected'' (0 chars) postacademictitle => protected'BSc MSc' (7 chars) email => protected'thomas.teichmeister@fh-hagenberg.at' (35 chars) phonenumber => protected'' (0 chars) picture => protectedTYPO3\CMS\Extbase\Domain\Model\FileReferenceprototypepersistent entity (uid=342, pid=21) uidLocal => protected219 (integer) configurationManager => protectedTYPO3\CMS\Extbase\Configuration\ConfigurationManagersingletonobjectsee above originalResource => protectedNULL uid => protected342 (integer) _localizedUid => protected342 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected342 (integer)modified pid => protected21 (integer) position => protectedPEEC\PeecExtension\Domain\Model\Positionprototypepersistent entitysee above (uid=13, pid=24) education => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (empty) career => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (empty) uid => protected56 (integer) _localizedUid => protected56 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected56 (integer)modified pid => protected21 (integer) leader => protectedPEEC\PeecExtension\Domain\Model\Employeeprototypepersistent entity (uid=1, pid=21) firstnameAbbr => protected'' (0 chars) firstname => protected'Johannes' (8 chars) lastname => protected'Schönböck' (11 chars) academictitle => protected'FH-Prof. DI (FH) Dr.' (20 chars) postacademictitle => protected'' (0 chars) email => protected'johannes.schoenboeck@fh-hagenberg.at' (36 chars) phonenumber => protected'+43 5 0804 22625' (16 chars) picture => protectedTYPO3\CMS\Extbase\Domain\Model\FileReferenceprototypepersistent entity (uid=72, pid=21) uidLocal => protected56 (integer) configurationManager => protectedTYPO3\CMS\Extbase\Configuration\ConfigurationManagersingletonobjectsee above originalResource => protectedNULL uid => protected72 (integer) _localizedUid => protected72 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected72 (integer)modified pid => protected21 (integer) position => protectedPEEC\PeecExtension\Domain\Model\Positionprototypepersistent entitysee above (uid=1, pid=24) education => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (4 items) 000000004d4255db000000000a902f1e => PEEC\PeecExtension\Domain\Model\Educationprototypepersistent entity (uid=20, pid=21) name => protected'Technical University Vienna' (27 chars) subject => protected'Informatics' (11 chars) type => protected'Doctoral Engineer' (17 chars) startdate => protectedDateTimeprototypeobject (2011-10-01T02:00:00+02:00, 1317427200) enddate => protectedDateTimeprototypeobject (2012-03-01T01:00:00+01:00, 1330560000) uid => protected20 (integer) _localizedUid => protected20 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected20 (integer)modified pid => protected21 (integer) 000000004d425595000000000a902f1e => PEEC\PeecExtension\Domain\Model\Educationprototypepersistent entity (uid=21, pid=21) name => protected'Johannes Kepler University Linz' (31 chars) subject => protected'Informatics' (11 chars) type => protected'' (0 chars) startdate => protectedDateTimeprototypeobject (2008-10-01T02:00:00+02:00, 1222819200) enddate => protectedDateTimeprototypeobject (2011-07-01T02:00:00+02:00, 1309478400) uid => protected21 (integer) _localizedUid => protected21 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected21 (integer)modified pid => protected21 (integer) 000000004d4255ff000000000a902f1e => PEEC\PeecExtension\Domain\Model\Educationprototypepersistent entity (uid=22, pid=21) name => protected'University of Applied Sciences Upper Austria' (44 chars) subject => protected'Software Engineering' (20 chars) type => protected'Dipl.-Ing.(FH)' (14 chars) startdate => protectedDateTimeprototypeobject (2001-10-01T02:00:00+02:00, 1001894400) enddate => protectedDateTimeprototypeobject (2005-07-01T02:00:00+02:00, 1120176000) uid => protected22 (integer) _localizedUid => protected22 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected22 (integer)modified pid => protected21 (integer) 000000004d425587000000000a902f1e => PEEC\PeecExtension\Domain\Model\Educationprototypepersistent entity (uid=23, pid=21) name => protected'Commercial Academy Perg' (23 chars) subject => protected'' (0 chars) type => protected'Commercial Academy' (18 chars) startdate => protectedDateTimeprototypeobject (1995-01-01T01:00:00+01:00, 788918400) enddate => protectedDateTimeprototypeobject (2000-01-01T01:00:00+01:00, 946684800) uid => protected23 (integer) _localizedUid => protected23 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected23 (integer)modified pid => protected21 (integer) career => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (6 items) 000000004d425596000000000a902f1e => PEEC\PeecExtension\Domain\Model\Careerprototypepersistent entity (uid=30, pid=21) company => protected'University of Applied Sciences Upper Austria' (44 chars) place => protected'Hagenberg' (9 chars) position => protected'Professor (Social Semantic Web)' (31 chars) jobdescription => protected'' (0 chars) startdate => protectedDateTimeprototypeobject (2013-01-01T01:00:00+01:00, 1356998400) enddate => protectedNULL uid => protected30 (integer) _localizedUid => protected30 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected30 (integer)modified pid => protected21 (integer) 000000004d4255dd000000000a902f1e => PEEC\PeecExtension\Domain\Model\Careerprototypepersistent entity (uid=31, pid=21) company => protected'Technical University Vienna' (27 chars) place => protected'Vienna' (6 chars) position => protected'Research Assistant (Postdoc)' (28 chars) jobdescription => protected'<p> Institut für Software Technologie und Interaktive Systeme, Abteilu
ng Business Informatics Groups</p>' (110 chars) startdate => protectedDateTimeprototypeobject (2011-01-01T01:00:00+01:00, 1293840000) enddate => protectedDateTimeprototypeobject (2013-01-01T01:00:00+01:00, 1356998400) uid => protected31 (integer) _localizedUid => protected31 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected31 (integer)modified pid => protected21 (integer) 000000004d4255b6000000000a902f1e => PEEC\PeecExtension\Domain\Model\Careerprototypepersistent entity (uid=32, pid=21) company => protected'Johannes Kepler University Linz' (31 chars) place => protected'Linz' (4 chars) position => protected'Research Assistant (Postdoc)' (28 chars) jobdescription => protected'<p> Institut für Telekooperation</p>' (42 chars) startdate => protectedDateTimeprototypeobject (2011-01-01T01:00:00+01:00, 1293840000) enddate => protectedDateTimeprototypeobject (2013-01-01T01:00:00+01:00, 1356998400) uid => protected32 (integer) _localizedUid => protected32 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected32 (integer)modified pid => protected21 (integer) 000000004d4255b2000000000a902f1e => PEEC\PeecExtension\Domain\Model\Careerprototypepersistent entity (uid=33, pid=21) company => protected'Technical University Vienna' (27 chars) place => protected'Vienna' (6 chars) position => protected'Research Assistant (Predoc)' (27 chars) jobdescription => protected'<p> Institut für Software Technologie und Interaktive Systeme, Abteilu
ng Business Informatics Groups</p>' (110 chars) startdate => protectedDateTimeprototypeobject (2009-01-01T01:00:00+01:00, 1230768000) enddate => protectedDateTimeprototypeobject (2011-01-01T01:00:00+01:00, 1293840000) uid => protected33 (integer) _localizedUid => protected33 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected33 (integer)modified pid => protected21 (integer) 000000004d4255ac000000000a902f1e => PEEC\PeecExtension\Domain\Model\Careerprototypepersistent entity (uid=34, pid=21) company => protected'FH OÖ Studienbetriebs GmbH' (27 chars) place => protected'Hagenberg' (9 chars) position => protected'Teaching' (8 chars) jobdescription => protected'' (0 chars) startdate => protectedDateTimeprototypeobject (2006-01-01T01:00:00+01:00, 1136073600) enddate => protectedNULL uid => protected34 (integer) _localizedUid => protected34 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected34 (integer)modified pid => protected21 (integer) 000000004d4255a8000000000a902f1e => PEEC\PeecExtension\Domain\Model\Careerprototypepersistent entity (uid=35, pid=21) company => protected'FH OÖ Studienbetriebs GmbH' (27 chars) place => protected'Hagenberg' (9 chars) position => protected'Research Assistant' (18 chars) jobdescription => protected'' (0 chars) startdate => protectedDateTimeprototypeobject (2005-01-01T01:00:00+01:00, 1104537600) enddate => protectedDateTimeprototypeobject (2009-01-01T01:00:00+01:00, 1230768000) uid => protected35 (integer) _localizedUid => protected35 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected35 (integer)modified pid => protected21 (integer) uid => protected1 (integer) _localizedUid => protected1 (integer)modified _languageUid => protected-1 (integer)modified _versionedUid => protected1 (integer)modified pid => protected21 (integer) researchpartner => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (empty) companypartner => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (1 items) 000000004d425a25000000000a902f1e => PEEC\PeecExtension\Domain\Model\Companypartnerprototypepersistent entity (uid=27, pid=29) name => protected'karriere.at' (11 chars) abbreviation => protected'karriere.at' (11 chars) website => protected'karriere.at' (11 chars) logo => protectedTYPO3\CMS\Extbase\Domain\Model\FileReferenceprototypepersistent entity (uid=384, pid=29) uidLocal => protected238 (integer) configurationManager => protectedTYPO3\CMS\Extbase\Configuration\ConfigurationManagersingletonobjectsee above originalResource => protectedNULL uid => protected384 (integer) _localizedUid => protected384 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected384 (integer)modified pid => protected29 (integer) display => protectedFALSE participant => protectedTYPO3\CMS\Extbase\Persistence\Generic\LazyObjectStorageprototypeobject (empty) uid => protected27 (integer) _localizedUid => protected27 (integer)modified _languageUid => protected-1 (integer)modified _versionedUid => protected27 (integer)modified pid => protected29 (integer) fundingpartner => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (1 items) 000000004d425aef000000000a902f1e => PEEC\PeecExtension\Domain\Model\Fundingpartnerprototypepersistent entity (uid=12, pid=28) name => protected'FFG Basisprojekt' (16 chars) abbreviation => protected'FFG' (3 chars) website => protected'https://www.ffg.at/' (19 chars) logo => protectedTYPO3\CMS\Extbase\Domain\Model\FileReferenceprototypepersistent entity (uid=383, pid=28) uidLocal => protected88 (integer) configurationManager => protectedTYPO3\CMS\Extbase\Configuration\ConfigurationManagersingletonobjectsee above originalResource => protectedNULL uid => protected383 (integer) _localizedUid => protected383 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected383 (integer)modified pid => protected28 (integer) uid => protected12 (integer) _localizedUid => protected12 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected12 (integer)modified pid => protected28 (integer) publication => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (empty) category => protectedTYPO3\CMS\Extbase\Persistence\ObjectStorageprototypeobject (1 items) 000000004d425b21000000000a902f1e => PEEC\PeecExtension\Domain\Model\Categoryprototypepersistent entity (uid=5, pid=31) name => protected'Personalization' (15 chars) abbreviation => protected'PER' (3 chars) uid => protected5 (integer) _localizedUid => protected5 (integer)modified _languageUid => protected-1 (integer)modified _versionedUid => protected5 (integer)modified pid => protected31 (integer) uid => protected23 (integer) _localizedUid => protected23 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected23 (integer)modified pid => protected25 (integer)
Start date: 01-07-2021
End date: 31-10-2023
Category:
Within the project, the "Career Advisory System" is developed to improve the existing recruiting system of karriere.at with concepts of Machine Learning. In a first step, a growing, comprehensive user profile of the job seekers is created automatically (Growing Candidate Profile). Based on this, a "Job Market Graph" is built using Unsupervised Machine Learning methods to connect data on occupations with, for example, industries, skills and additional characteristics. A semantic text and context analysis is used to continuously enrich the graph with new terms, while also supporting temporal evolution, e.g. changing requirements for an occupation. Based on the Job Market Graph, an intelligent, dynamic recommendation system submits suitable jobs and actively supports candidates with individual suggestions for potential career development.
Project lead
Johannes Schönböck
Members
Mirjam Augstein
Ulrich Bodenhofer
Helmut Leeb
Thomas Teichmeister
Funding Partners
Company Partners