Смотрите @Data Secrets

Data Secrets | United States America (US)

Create: 2025-06-26 Update: 2025-06-30 10:36:01

Смотрите, какую прелесть сделали ученые из университета Айдахо

Это система, которая показывает, насколько новым является какое-либо исследование, и рисует вот такие визуализации и карты развития идей во времени. Это отличается от классического анализа цитирования, тут оценивается именно новизна концепций, а не влияние других работ.

Называется KnoVo – то есть Knowledge Evolution. Под капотом LLM, которая извлекает из статьи фичи (типа датасеты, методология, графики), по которым затем сравнивает работу с предыдущими и, при необходимости, с последующими исследованиями.

Так можно даже не просто оценивать новизну, а отслеживать динамику развития идей, тренды или слепые пятна.

Ну и, в конце концов, это просто красиво 😍

www.alphaxiv.org/abs/2506.17508

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