Collaborative knowledge ACM (dataset)

Описание датасета	Датасет сформирован на основании запроса к цифровой библиотеке ACM – dl.acm.org. Поисковый запрос выглядит следующим образом: All: “collaborative knowledge” AND Publication Date: (2012 To 2022) На исходный запрос мы наложили фильтр, ограничивающий формат статей только исследовательскими статьями, поскольку мы хотели получить подробное описание кейсов, в которых описывалась бы практика работы со знаниями в образовании. В ответ на такой запрос было получено 476 записей, которые составили коллекцию в системе Zotero и в формате RIS были загружены в систему VOS viewer для выявления и визуального представления сетевых отношений как между авторами, так и между ключевыми словами публикаций.
Описание полей	"Key","Item Type","Publication Year","Author","Title","Publication Title","ISBN","ISSN","DOI","Url","Abstract Note","Date","Date Added","Date Modified","Access Date","Pages","Num Pages","Issue","Volume","Number Of Volumes","Journal Abbreviation","Short Title","Series","Series Number","Series Text","Series Title","Publisher","Place","Language","Rights","Type","Archive","Archive Location","Library Catalog","Call Number","Extra","Notes","File Attachments","Link Attachments","Manual Tags","Automatic Tags","Editor","Series Editor","Translator","Contributor","Attorney Agent","Book Author","Cast Member","Commenter","Composer","Cosponsor","Counsel","Interviewer","Producer","Recipient","Reviewed Author","Scriptwriter","Words By","Guest","Number","Edition","Running Time","Scale","Medium","Artwork Size","Filing Date","Application Number","Assignee","Issuing Authority","Country","Meeting Name","Conference Name","Court","References","Reporter","Legal Status","Priority Numbers","Programming Language","Version","System","Code","Code Number","Section","Session","Committee","History","Legislative Body"
Форматы данных	CSV
Область знаний	Информатика, Педагогика
Веб-сайт - ссылка на датасет	http://www.uic.unn.ru/pustyn/data-sets/digida/CollabKnowledge.csv
Примеры использования датасета
Год создания датасета	2022

Внешний датасет с данными

http://www.uic.unn.ru/pustyn/data-sets/digida/CollabKnowledge.csv

Желающие могут использовать этот датасет в своей работе для проведения дальнейшего анализа.

Датасет в вики

Пример того, как датасет встраивается в вики страницы

Публикации 2019 года только статьи в журналах (filters=Publication Year=2019,Item Type=journalArticle)

Название	Издание	Авторы	URL
Система обработки больших данных для анализа событий репозитория GitHub	Международная Конференция По Мягким Вычислениям И Измерениям	Воинов, Н. В.; K. Родригес Гарсон; Никифоров, И. В.; Дробинцев, П. Д.	https://elibrary.ru/item.asp?id=38309155
Wiki support for automated definition of software test cases	Kybernetes	Antonelli, Leandro; Hozikian, Mariángeles; Camilleri, Guy; Fernandez, Alejandro; Grigera, Julian; Torres, Diego; Zarate, Pascale	https://doi.org/10.1108/K-10-2018-0548
When Knowledge Network is Social Network: Understanding Collaborative Knowledge Transfer in Workplace	Proc. ACM Hum.-Comput. Interact.	Yang, Chi-Lan; Yuan, Chien Wen (Tina); Wang, Hao-Chuan	https://doi.org/10.1145/3359266
Open Models: Beyond the Open Source Software Development	SIGSOFT Softw. Eng. Notes	Jin, Zhi	https://doi.org/10.1145/3282517.3282522
FASim: A 3D Serious Game for the First Aid Emergency	Simul. Gaming	Benkhedda, Samira; Bendella, Fatima	https://doi.org/10.1177/1046878119865913
Supporting Interventions to Reduce Household Greenhouse Gas Emissions: A Transdisciplinary Role-Playing Game Development	Simul. Gaming	Slegers, Karin; Bleumers, Lizzy; Maurer, Bernhard; Krischkowsky, Alina; Blythe, Mark; Agusdinata, Datu Buyung; Lukosch, Heide	https://doi.org/10.1177/1046878119848135
Cultivating Virtuous Course Designers: Using Technical Communication to Reimagine Accessibility in Higher Education	Commun. Des. Q. Rev	Huntsman, Sherena; Colton, Jared S.; Phillips, Christopher	https://doi.org/10.1145/3309589.3309591
Predictive Aspect-Based Sentiment Classification of Online Tourist Reviews	J. Inf. Sci.	Afzaal, Muhammad; Usman, Muhammad; Fong, Alvis	https://doi.org/10.1177/0165551518789872
Exploring High-Order User Preference on the Knowledge Graph for Recommender Systems	ACM Trans. Inf. Syst.	Wang, Hongwei; Zhang, Fuzheng; Wang, Jialin; Zhao, Miao; Li, Wenjie; Xie, Xing; Guo, Minyi	https://doi.org/10.1145/3312738
Scholars’ Perceptions of Relevance in Bibliography-Based People Recommender System	Comput. Supported Coop. Work	Olshannikova, Ekaterina; Olsson, Thomas; Huhtamäki, Jukka; Yao, Peng	https://doi.org/10.1007/s10606-019-09349-w
A Knowledge-Based Model for Managing the Ontology Evolution: Case Study of Maintenance in SONATRACH	J. Inf. Sci.	Sad-Houari, Nawal; Taghezout, Noria; Nador, Aissa	https://doi.org/10.1177/0165551518802261
Memory-Augmented Dialogue Management for Task-Oriented Dialogue Systems	ACM Trans. Inf. Syst.	Zhang, Zheng; Huang, Minlie; Zhao, Zhongzhou; Ji, Feng; Chen, Haiqing; Zhu, Xiaoyan	https://doi.org/10.1145/3317612
Professional Development Learning Environments (PDLEs) Embedded in a Collaborative Online Learning Environment (COLE): Moving towards a New Conception of Online Professional Learning	Education and Information Technologies	vanOostveen, Roland; Desjardins, François; Bullock, Shawn	https://doi.org/10.1007/s10639-018-9686-6

Датасет в Snap!

• https://snap.berkeley.edu/project?user=patarakin&project=collab_dataset

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