An Event Information Retrieval Method Using Features of Keyword Appearance in Newspaper Corpora

Transactions of the Japanese Society for Artificial Intelligence ◽

10.1527/tjsai.19.225 ◽

2004 ◽

Vol 19 ◽

pp. 225-233 ◽

Cited By ~ 3

Author(s):

Hiromi itoh Ozaku ◽

Masao Utiyama ◽

Hitoshi Isahara ◽

Yasuyuki Kono ◽

Masatsugu Kidode

Keyword(s):

Information Retrieval ◽

Retrieval Method ◽

Event Information

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Personalized Impression-Based Music Information Retrieval Method

2018 5th International Conference on Computational Science/ Intelligence and Applied Informatics (CSII) ◽

10.1109/csii.2018.00032 ◽

2018 ◽

Author(s):

Yuta Uenoyama ◽

Akihiro Ogino

Keyword(s):

Information Retrieval ◽

Music Information Retrieval ◽

Retrieval Method ◽

Music Information

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An Information Retrieval Method Based on Knowledge Reasoning

Lecture Notes in Computer Science - Advances in Web and Network Technologies, and Information Management ◽

10.1007/978-3-540-72909-9_37 ◽

2007 ◽

pp. 328-339 ◽

Cited By ~ 2

Author(s):

Mei Xiang ◽

Chen Junliang ◽

Meng Xiangwu ◽

Xu Meng

Keyword(s):

Information Retrieval ◽

Retrieval Method ◽

Knowledge Reasoning

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Building Cultural Heritage Reference Collections from Social Media through Pooling Strategies: The Case of 2020’s Tensions Over Race and Heritage

Journal on Computing and Cultural Heritage ◽

10.1145/3477604 ◽

2022 ◽

Vol 15 (1) ◽

pp. 1-13

Author(s):

David Otero ◽

Patricia Martin-Rodilla ◽

Javier Parapar

Keyword(s):

Social Networks ◽

Social Media ◽

Information Retrieval ◽

Cultural Heritage ◽

Digital Archives ◽

Retrieval Method ◽

Left Behind ◽

Heritage Studies ◽

Reference Collection ◽

Pooling Strategies

Social networks constitute a valuable source for documenting heritage constitution processes or obtaining a real-time snapshot of a cultural heritage research topic. Many heritage researchers use social networks as a social thermometer to study these processes, creating, for this purpose, collections that constitute born-digital archives potentially reusable, searchable, and of interest to other researchers or citizens. However, retrieval and archiving techniques used in social networks within heritage studies are still semi-manual, being a time-consuming task and hindering the reproducibility, evaluation, and open-up of the collections created. By combining Information Retrieval strategies with emerging archival techniques, some of these weaknesses can be left behind. Specifically, pooling is a well-known Information Retrieval method to extract a sample of documents from an entire document set (posts in case of social network’s information), obtaining the most complete and unbiased set of relevant documents on a given topic. Using this approach, researchers could create a reference collection while avoiding annotating the entire corpus of documents or posts retrieved. This is especially useful in social media due to the large number of topics treated by the same user or in the same thread or post. We present a platform for applying pooling strategies combined with expert judgment to create cultural heritage reference collections from social networks in a customisable, reproducible, documented, and shareable way. The platform is validated by building a reference collection from a social network about the recent attacks on patrimonial entities motivated by anti-racist protests. This reference collection and the results obtained from its preliminary study are available for use. This real application has allowed us to validate the platform and the pooling strategies for creating reference collections in heritage studies from social networks.

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