Search Results - subject:"Entity resolution"

The SearchEngine: A holistic approach to matching

Doherr, Thorsten - 2023

The SearchEngine is an open source project providing an integrated framework for diverse matching activities, especially the linkage of large scale firm data by fuzzy criteria like company names and addresses. At its core, it utilizes an efficient candidate retrieval mechanism implementing a...

Persistent link: https://www.econbiz.de/10013502148

Entity matching with similarity encoding: A supervised learning recommendation framework for linking (big) data

Karapanagiotis, Pantelis; Liebald, Marius - 2023

In this study, we introduce a novel entity matching (EM) framework. It com-bines state-of-the-art EM approaches based on Artificial Neural Networks (ANN) with a new similarity encoding derived from matching techniques that are preva-lent in finance and economics. Our framework is on-par or...

Persistent link: https://www.econbiz.de/10014330134

Entity matching with similarity encoding : a supervised learning recommendation framework for linking (big) data

Karapanagiotis, Pantelis; Liebald, Marius - 2023

In this study, we introduce a novel entity matching (EM) framework. It com-bines state-of-the-art EM approaches based on Artiﬁcial Neural Networks (ANN) with a new similarity encoding derived from matching techniques that are preva-lent in ﬁnance and economics. Our framework is on-par or...

Persistent link: https://www.econbiz.de/10014327033

The SearchEngine : a holistic approach to matching

Doherr, Thorsten - 2023

Persistent link: https://www.econbiz.de/10013499063

Automated Data Harmonization (ADH) using Artificial Intelligence (AI)

Dutta, Anjan; Deb, Tomal; Pathak, Shrikant - In: Opsearch : journal of the Operational Research Society … 58 (2021) 2, pp. 257-275

Persistent link: https://www.econbiz.de/10012548762

MPA-IBM project SAFER : sense-making analytics for Maritime event recognition

Yeo, Gavin; Lim, Shiau Hong; Wynter, Laura M.; Hassan, Hifaz - In: INFORMS journal on applied analytics 49 (2019) 4, pp. 269-280

Persistent link: https://www.econbiz.de/10012107647

Concept Identification Using Co-Occurrence Graph

Pandey, Anoop Kumar - In: International Journal of Web Portals (IJWP) 10 (2018) 1, pp. 27-38

manually at the most appropriate level inside the hierarchy. To minimize manual intervention in entity resolution, this article … proposes entity resolution based on co-occurrence graph and continuous learning, thereby eliminating the bottleneck of manual …

Persistent link: https://www.econbiz.de/10012048717

An Unsupervised Entity Resolution Framework for English and Arabic Datasets

Abdelkrim OUHAB; Mimoun MALKI; Djamel BERRABAH; Faouzi … - In: International Journal of Strategic Information … 8 (2017) 4, pp. 16-29

Entity resolution (ER) is an important step in data integration and in many data mining projects; its goal is to …

Persistent link: https://www.econbiz.de/10012047901

A Case Study on Data Quality, Privacy, and Evaluating the Outcome of Entity Resolution Processes

Wang, Pei; Pullen, Daniel; Liu, Fan; Decker, William C.; … - In: International Journal of Organizational and Collective … 6 (2016) 3, pp. 1-20

and the Arkansas Department of Education to develop an entity resolution and identity management system. The process … resolution, defined a rule set using the open source entity-resolution system named OYSTER and used entropy approach to identify …-enhancing, entity-resolution rule sets in a state education agency. …

Persistent link: https://www.econbiz.de/10012046748