EveTAR: A new test collection for event detection in Arabic tweets
المؤلف | Almerekhi, Hind |
المؤلف | Hasanain, Maram |
المؤلف | Elsayed, Tamer |
تاريخ الإتاحة | 2021-09-01T10:02:45Z |
تاريخ النشر | 2016 |
اسم المنشور | SIGIR 2016 - Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval |
المصدر | Scopus |
الملخص | Research on event detection in Twitter is often obstructed by the lack of publicly-available evaluation mechanisms such as test collections; this problem is more severe when considering the scarcity of them in languages other than English. In this paper, we present EveTAR, the first publicly-available test collection for event detection in Arabic tweets. The collection includes a crawl of 590M Arabic tweets posted in a month period and covers 66 significant events (in 8 different categories) for which more than 134k relevance judgments were gathered using crowdsourcing with high average inter-annotator agreement (Kappa value of 0.6). We demonstrate the usability of the collection by evaluating 3 state-of-the-art event detection algorithms. The collection is also designed to support other retrieval tasks, as we show in our experiments with ad-hoc search systems. 2016 ACM. |
اللغة | en |
الناشر | Association for Computing Machinery, Inc |
الموضوع | Crowdsourcing Social networking (online) Ad-hoc search Evaluation Event detection Event detection algorithm Relevance judgment State of the art Test Collection Information retrieval |
النوع | Conference Paper |
الصفحات | 689-692 |
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