{"id":1240,"date":"2026-01-25T19:32:55","date_gmt":"2026-01-25T19:32:55","guid":{"rendered":"https:\/\/www.cs.ubbcluj.ro\/~meco\/pyresolvemetrics-a-standards-compliant-and-efficient-approach-to-entity-resolution-metrics-2024\/"},"modified":"2026-02-01T12:07:38","modified_gmt":"2026-02-01T12:07:38","slug":"pyresolvemetrics-a-standards-compliant-and-efficient-approach-to-entity-resolution-metrics-2024","status":"publish","type":"post","link":"https:\/\/www.cs.ubbcluj.ro\/~meco\/pyresolvemetrics-a-standards-compliant-and-efficient-approach-to-entity-resolution-metrics-2024\/","title":{"rendered":"PyResolveMetrics: A Standards-Compliant and Efficient Approach to Entity Resolution Metrics (2024)"},"content":{"rendered":"<div class=\"entry-content\">\n<p>International Conference on Computer Supported Education<\/p>\n<h2>Authors<\/h2>\n<p>Andrei Olar, L. Dio\u015fan<\/p>\n<h2>Abstract<\/h2>\n<p>Entity resolution, the process of discerning whether multiple data refer to the same real-world entity, is crucial<br \/>\n across various domains, including education. Its quality assessment is vital due to the extensive practical<br \/>\n applications in fields such as analytics, personalized learning or academic integrity. With Python emerging as<br \/>\n the predominant programming language in these areas, this paper attempts to fill in a gap when evaluating the<br \/>\n qualitative performance of entity resolution tasks by proposing a novel consistent library dedicated exclusively<br \/>\n for this purpose. This library not only facilitates precise evaluation but also aligns with contemporary research<br \/>\n and application trends, making it a significant tool for practitioners and researchers in the field.<\/p>\n<h2>Citation<\/h2>\n<pre class=\"wp-block-preformatted\">@Inproceedings{Olar2024PyResolveMetricsAS,\n author = {Andrei Olar and L. Dio\u015fan},\n booktitle = {International Conference on Computer Supported Education},\n title = {PyResolveMetrics: A Standards-Compliant and Efficient Approach to Entity Resolution Metrics},\n year = {2024}\n}<\/pre>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Entity resolution, the process of discerning whether multiple data refer to the same real-world entity, is crucial across various domains, including education. Its quality assessment is vital due to the extensive practical applications in fields such as analytics, personalized learning or academic integrity. With Python emerging as the predominant programming language in these areas, this paper attempts to fill in a gap when evaluating the qualitative performance of entity resolution tasks by proposing a novel consistent library dedicated exclusively for this purpose. This library not only facilitates precise evaluation but also aligns with contemporary research and application trends, making it a significant tool for practitioners and researchers in the field.<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":[],"categories":[4],"tags":[9,21,84,85],"_links":{"self":[{"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/posts\/1240"}],"collection":[{"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/comments?post=1240"}],"version-history":[{"count":1,"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/posts\/1240\/revisions"}],"predecessor-version":[{"id":1440,"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/posts\/1240\/revisions\/1440"}],"wp:attachment":[{"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/media?parent=1240"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/categories?post=1240"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/tags?post=1240"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}