Στοιχεία Εργασίας

Τίτλος (Ελληνικά)

Τίτλος (Αγγλικά)

Περιγραφή Η ταυτοποίηση οντοτήτων (entity matching) είναι το πρόβλημα της αναγνώρισης αναφορών από διαφορετικές βάσεις δεδομένων στην ίδια οντότητα του πραγματικού κόσμου (πχ πρόσωπο, οργανισμός, τοποθεσία). Το εργαλείο pyJedAI (https://github.com/AI-team-UoA/pyJedAI) προσφέρει αρκετές πιθανές ροές εργασιών (workflows) για ταυτοποίηση οντοτήτων, αλλά γίνεται αργό όταν ο όγκος των δεδομένων είναι μεγάλος. Στόχος αυτής της εργασίας είναι η βελτίωση της απόδοσης του pyJedAI μέσω της χρήσης της πλατφόρμας Ray (https://github.com/ray-project/ray).

Προσφέρεται σε: MSc in Informatics and Telematics Undergraduate Programme MPhil in Computer Science and Informatics MSc Applied Informatics Advances in Computer Science and Information Systems Undergraduate Programme PhD Programme Information Technology

Επιβλέπων --------- Kostantina Vasilopoulou Panagiotis Kourouthanasis Ioannis Kontopoulos Dimosthenis Kotsopoulos Thomas Kamalakis Giorgos Chatzithanasis Angelos Charalampidis Sotiris Xydis Konstantinos Tserpes Georgios Petropoulos Georgios Kapos Chrysa Agapitou Mavreta Stamati Iraklis Varlamis Ilias Katsagounos Nikolaos Georgopoulos Spyridoula Lakka Dimitra Lypitaki Antonis Makris Naoum Mylonas Adamantia Pateli Dimitrios Michail Christos Diou Georgia Dede Ioannis Routis Malvina Vamvakari Christos Michalakelis Kleopatra Bardaki Nikos Zompakis Alexandra Gasparinatou Dimitrios Zmpainos Nektarios Makrydakis Eleni Kalampaliki Panagiotis Michail Aikaterini Antonopoulou Kostantinos Ampeliotis Ioannis Pagkalos Vasileios Efthymiou Antonia Matala Ioannis Violos Vasileios Dalakas Dimosthenis Anagnostopoulos Panagiotis Moulos Christos Sardianos Mara Nikolaidou Charalampos Davalas Panagiotis Rizomyliotis Alexandra Tragaki Georgios Kousiouris Anargyros Tsadimas Eleni Politi Chrysa Sofianopoulou Eirini Liotou Efstratios Gavves Alexandros Iosifidis Vasileios Gialamas Evangelos Karkaletsis Antonis Rovolis Anna - Karolina Retali Andreas Menychtas Christos Chalkias Christos Kotronis Periklis Loukopoulos Konstantina Koutroumpa Alexandra Chalkia Eirini Ntoutsi Evangelia Kavakli Dimitrios Alexandropoulos Giorgos Fragkiadakis Begüm Demir Foteini Daneli Georgios Papadopoulos Konstantinos Stefanidis Panagiotis Rontogiannis Georgios Gravanis Anastasios Emvalotis Konstantinos Spyropoulos Christina Politi Georgios Malindretos Georgios Dimitrakopoulos Symeon Papadopoulos Panagiotis Anastasiadis Apostolos Papadopoulos Alexandros Dimopoulos Ifigeneia Keramitsoglou Ioannis Papoutsis Ilias Panagiotopoulos Efthymios Chondrogiannis Aristotelis Ballas Athanasios Tzimogiannis Evangelia Drakou Konstantinos Vasilakis Eleni Sardianou Evangelia Filiopoulou Georgios Psycharis Theodoros Dalamagkas Eleni Zenakou Athanasios Kiourtis SYMEON PAPAVASILEIOU Athanasios Anastasiou Theodora Varvarigou Evangelia Georgitsogianni Christos Andrikos Stavros Lounis

2ο Μέλος Επιτροπής --------- Kostantina Vasilopoulou Panagiotis Kourouthanasis Ioannis Kontopoulos Dimosthenis Kotsopoulos Thomas Kamalakis Giorgos Chatzithanasis Angelos Charalampidis Sotiris Xydis Konstantinos Tserpes Georgios Petropoulos Georgios Kapos Chrysa Agapitou Mavreta Stamati Iraklis Varlamis Ilias Katsagounos Nikolaos Georgopoulos Spyridoula Lakka Dimitra Lypitaki Antonis Makris Naoum Mylonas Adamantia Pateli Dimitrios Michail Christos Diou Georgia Dede Ioannis Routis Malvina Vamvakari Christos Michalakelis Kleopatra Bardaki Nikos Zompakis Alexandra Gasparinatou Dimitrios Zmpainos Nektarios Makrydakis Eleni Kalampaliki Panagiotis Michail Aikaterini Antonopoulou Kostantinos Ampeliotis Ioannis Pagkalos Vasileios Efthymiou Antonia Matala Ioannis Violos Vasileios Dalakas Dimosthenis Anagnostopoulos Panagiotis Moulos Christos Sardianos Mara Nikolaidou Charalampos Davalas Panagiotis Rizomyliotis Alexandra Tragaki Georgios Kousiouris Anargyros Tsadimas Eleni Politi Chrysa Sofianopoulou Eirini Liotou Efstratios Gavves Alexandros Iosifidis Vasileios Gialamas Evangelos Karkaletsis Antonis Rovolis Anna - Karolina Retali Andreas Menychtas Christos Chalkias Christos Kotronis Periklis Loukopoulos Konstantina Koutroumpa Alexandra Chalkia Eirini Ntoutsi Evangelia Kavakli Dimitrios Alexandropoulos Giorgos Fragkiadakis Begüm Demir Foteini Daneli Georgios Papadopoulos Konstantinos Stefanidis Panagiotis Rontogiannis Georgios Gravanis Anastasios Emvalotis Konstantinos Spyropoulos Christina Politi Georgios Malindretos Georgios Dimitrakopoulos Symeon Papadopoulos Panagiotis Anastasiadis Apostolos Papadopoulos Alexandros Dimopoulos Ifigeneia Keramitsoglou Ioannis Papoutsis Ilias Panagiotopoulos Efthymios Chondrogiannis Aristotelis Ballas Athanasios Tzimogiannis Evangelia Drakou Konstantinos Vasilakis Eleni Sardianou Evangelia Filiopoulou Georgios Psycharis Theodoros Dalamagkas Eleni Zenakou Athanasios Kiourtis SYMEON PAPAVASILEIOU Athanasios Anastasiou Theodora Varvarigou Evangelia Georgitsogianni Christos Andrikos Stavros Lounis

3ο Μέλος Επιτροπής --------- Kostantina Vasilopoulou Panagiotis Kourouthanasis Ioannis Kontopoulos Dimosthenis Kotsopoulos Thomas Kamalakis Giorgos Chatzithanasis Angelos Charalampidis Sotiris Xydis Konstantinos Tserpes Georgios Petropoulos Georgios Kapos Chrysa Agapitou Mavreta Stamati Iraklis Varlamis Ilias Katsagounos Nikolaos Georgopoulos Spyridoula Lakka Dimitra Lypitaki Antonis Makris Naoum Mylonas Adamantia Pateli Dimitrios Michail Christos Diou Georgia Dede Ioannis Routis Malvina Vamvakari Christos Michalakelis Kleopatra Bardaki Nikos Zompakis Alexandra Gasparinatou Dimitrios Zmpainos Nektarios Makrydakis Eleni Kalampaliki Panagiotis Michail Aikaterini Antonopoulou Kostantinos Ampeliotis Ioannis Pagkalos Vasileios Efthymiou Antonia Matala Ioannis Violos Vasileios Dalakas Dimosthenis Anagnostopoulos Panagiotis Moulos Christos Sardianos Mara Nikolaidou Charalampos Davalas Panagiotis Rizomyliotis Alexandra Tragaki Georgios Kousiouris Anargyros Tsadimas Eleni Politi Chrysa Sofianopoulou Eirini Liotou Efstratios Gavves Alexandros Iosifidis Vasileios Gialamas Evangelos Karkaletsis Antonis Rovolis Anna - Karolina Retali Andreas Menychtas Christos Chalkias Christos Kotronis Periklis Loukopoulos Konstantina Koutroumpa Alexandra Chalkia Eirini Ntoutsi Evangelia Kavakli Dimitrios Alexandropoulos Giorgos Fragkiadakis Begüm Demir Foteini Daneli Georgios Papadopoulos Konstantinos Stefanidis Panagiotis Rontogiannis Georgios Gravanis Anastasios Emvalotis Konstantinos Spyropoulos Christina Politi Georgios Malindretos Georgios Dimitrakopoulos Symeon Papadopoulos Panagiotis Anastasiadis Apostolos Papadopoulos Alexandros Dimopoulos Ifigeneia Keramitsoglou Ioannis Papoutsis Ilias Panagiotopoulos Efthymios Chondrogiannis Aristotelis Ballas Athanasios Tzimogiannis Evangelia Drakou Konstantinos Vasilakis Eleni Sardianou Evangelia Filiopoulou Georgios Psycharis Theodoros Dalamagkas Eleni Zenakou Athanasios Kiourtis SYMEON PAPAVASILEIOU Athanasios Anastasiou Theodora Varvarigou Evangelia Georgitsogianni Christos Andrikos Stavros Lounis

Τύπος Πτυχιακής --------- Σχεδίαση και Υλοποίηση Συστήματος Αξιολόγηση Τεχνολογίας Βιβλιογραφική Ανασκόπηση