Exposing students to new terminologies while collecting browsing search data (best technical paper)
Conference paper
Zammit, O., Smith, S., Windridge, D. and De Raffaele, C. 2020. Exposing students to new terminologies while collecting browsing search data (best technical paper). 40th SGAI International Conference on Artificial Intelligence, AI 2020. Cambridge, UK 15 - 17 Dec 2020 Cham Springer. https://doi.org/10.1007/978-3-030-63799-6_1
Type | Conference paper |
---|---|
Title | Exposing students to new terminologies while collecting browsing search data (best technical paper) |
Authors | Zammit, O., Smith, S., Windridge, D. and De Raffaele, C. |
Abstract | Information overload is a well-known problem that generally occurs when searching for information online. To reduce this effect having prior knowledge on the domain and also a searching strategy is critical. Obtaining such qualities can be challenging for students since they are still learning about various domains and might not be familiar with the domain-specific keywords. In this paper, we are proposing a framework that aims to assist students to have a richer list of keyphrases that are pertinent to a domain under study and provide a mechanism for lectures to understand what search strategies their students are adopting. The proposed framework includes a Google Chrome Extension, a background and a remote server. The Google Chrome Extension is utilized to collect, process browsing data and generate reports containing keyphrases searched by students. The results of the user evaluation were compared with a similar framework (TextRank). The results indicate that our framework performed better in terms of accuracy of keyphrases and response time. |
Conference | 40th SGAI International Conference on Artificial Intelligence, AI 2020 |
Proceedings Title | SGAI 2020: Artificial Intelligence XXXVII |
Series | Lecture Notes in Computer Science |
Lecture Notes in Artificial Intelligence | |
ISSN | 0302-9743 |
Electronic | 1611-3349 |
ISBN | |
Hardcover | 9783030637989 |
Electronic | 9783030637996 |
Publisher | Springer |
Place of publication | Cham |
Publication dates | |
Online | 08 Dec 2020 |
28 Nov 2020 | |
Publication process dates | |
Deposited | 14 May 2021 |
Accepted | 01 Nov 2020 |
Output status | Published |
Digital Object Identifier (DOI) | https://doi.org/10.1007/978-3-030-63799-6_1 |
Web address (URL) of conference proceedings | https://doi.org/10.1007/978-3-030-63799-6 |
Language | English |
https://repository.mdx.ac.uk/item/895x7
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