{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,5]],"date-time":"2026-03-05T15:49:32Z","timestamp":1772725772586,"version":"3.50.1"},"reference-count":51,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,10,21]],"date-time":"2020-10-21T00:00:00Z","timestamp":1603238400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,10,21]],"date-time":"2020-10-21T00:00:00Z","timestamp":1603238400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,10,21]],"date-time":"2020-10-21T00:00:00Z","timestamp":1603238400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,10,21]]},"DOI":"10.1109\/fie44824.2020.9274270","type":"proceedings-article","created":{"date-parts":[[2020,12,4]],"date-time":"2020-12-04T21:53:20Z","timestamp":1607118800000},"page":"1-9","source":"Crossref","is-referenced-by-count":27,"title":["Utilizing Web Scraping and Natural Language Processing to Better Inform Pedagogical Practice"],"prefix":"10.1109","author":[{"given":"Stephanie","family":"Lunn","sequence":"first","affiliation":[]},{"given":"Jia","family":"Zhu","sequence":"additional","affiliation":[]},{"given":"Monique","family":"Ross","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","article-title":"Beautiful soup","author":"richardson","year":"2020"},{"key":"ref38","article-title":"Top 25 cities for tech job postings","author":"kolakowski","year":"2019"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2445196.2445351"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s10734-017-0207-0"},{"key":"ref31","author":"bird","year":"2009","journal-title":"Natural Language Processing with Python Analyzing Text with the Natural Language Toolkit"},{"key":"ref30","author":"silge","year":"2017","journal-title":"Text Mining with R A Tidy Approach"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.cities.2018.12.013"},{"key":"ref36","article-title":"Vancouver, Portland leap in ranking of best cities for tech jobs","author":"cai","year":"2019"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2924075"},{"key":"ref34","article-title":"Teaching ICT-the ICT-Ed project-the report on learning outcomes and curriculm development in major university disciplines in information and communication technology","author":"hurst","year":"2001"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84628-754-1"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1075\/nlp.5"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3115\/1118108.1118117"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.28945\/183"},{"key":"ref1","author":"fincher","year":"2004","journal-title":"Computer Science Education Research"},{"key":"ref20","first-page":"4","article-title":"Connectivism as a digital age learning theory","volume":"2013","author":"duke","year":"2013","journal-title":"International HETL Review"},{"key":"ref22","article-title":"Teaching in a digital age: Guidelines for designing teaching and learning","author":"bates","year":"2018"},{"key":"ref21","first-page":"107","article-title":"Becoming relevant again: Applying connectivism learning theory to today&#x2019;s classrooms","volume":"10","author":"utecht","year":"2019","journal-title":"Critical Questions in Education"},{"key":"ref24","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v30i1.9879","article-title":"Natural language processing for enhancing teaching and learning","author":"litman","year":"2016","journal-title":"THIRTIETH AAAI Conference on Artificial Intelligence"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.14742\/ajet.1081"},{"key":"ref26","author":"ward","year":"2013","journal-title":"Instant PHP web scraping"},{"key":"ref25","doi-asserted-by":"crossref","DOI":"10.1002\/9781118834732","author":"munzert","year":"2014","journal-title":"Automated data collection with R A practical guide to web scraping and text mining"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W15-0602"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1080\/00461520.2011.611369"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICIT.2017.29"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10639-017-9678-y"},{"key":"ref40","article-title":"lxml: Xml and html with python","author":"behnel","year":"2005"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-91602-6_4"},{"key":"ref13","article-title":"Learning networks and connective knowledge. instructional technology forum: Paper 92","author":"downes","year":"2006"},{"key":"ref14","first-page":"5","article-title":"Web 2.0 technologies: Disruptive or liberating for adult education","author":"kop","year":"2008","journal-title":"Adult Education Research Conference"},{"key":"ref15","first-page":"13","article-title":"Connectivism: 21st century&#x2019;s new learning theory","volume":"16","author":"kropf","year":"2013","journal-title":"European Journal of Open Distance and Elearning"},{"key":"ref16","first-page":"10","article-title":"Connectivism: A new pathway for theorising and promoting mobile language learning","volume":"1","author":"al-shehri","year":"2011","journal-title":"International Journal of Innovation and Leadership on the Teaching of Humanities"},{"key":"ref17","article-title":"Msg. 1, the invisibility problem","author":"kerr","year":"2007","journal-title":"online connectivism conference University of manitoba"},{"key":"ref18","article-title":"Msg 1, re: What connectivism is","author":"downes","year":"2007","journal-title":"online connectivism conference University of manitoba"},{"key":"ref19","article-title":"Connectivism: a network theory for teaching and learning in a connected world","volume":"10","author":"bell","year":"2009","journal-title":"Educational Developments the Magazine of the Staff and Educational Development Association"},{"key":"ref4","first-page":"1","article-title":"Connectivism: Learning as network-creation","volume":"10","author":"siemens","year":"2005","journal-title":"ASTD Learning News"},{"key":"ref3","author":"christie","year":"2012","journal-title":"Software Process Automation The Technology and Its Adoption"},{"key":"ref6","article-title":"Connectivism","author":"siemens","year":"2017","journal-title":"Foundations of Learning and Instructional Design Technology"},{"key":"ref5","article-title":"Connectivism: Learning theory or pastime of the self-amused","author":"siemens","year":"2006"},{"key":"ref8","article-title":"Speech and language processing: An introduction to natural language processing","author":"jurasky","year":"2000","journal-title":"Computational Linguistics and Speech Recognition"},{"key":"ref7","first-page":"135","article-title":"A comparative study on web scraping","author":"sirisuriya","year":"2015","journal-title":"8th International Research Conference KDU"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1017\/S1351324903003206"},{"key":"ref9","article-title":"Natural language processing and its use in education","author":"alhawiti","year":"2014","journal-title":"Computer Science Department Faculty of Computers and Information technology"},{"key":"ref46","article-title":"Natural language processing for educational applications","author":"burstein","year":"2014","journal-title":"The Oxford Handbook of Computational Linguistics"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/1463673.1463685"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.csl.2008.04.003"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.3115\/1631836.1631847"},{"key":"ref42","article-title":"Evaluating the gap between the skills and abilities of senior undergraduate computer science students and the expectations of industry","author":"radermacher","year":"2012","journal-title":"Ph D Dissertation"},{"key":"ref41","article-title":"word_ cloud","year":"2020"},{"key":"ref44","article-title":"Investigating the newly graduated student-sexperience after university","author":"karlson","year":"2019"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2019.06.044"}],"event":{"name":"2020 IEEE Frontiers in Education Conference (FIE)","location":"Uppsala, Sweden","start":{"date-parts":[[2020,10,21]]},"end":{"date-parts":[[2020,10,24]]}},"container-title":["2020 IEEE Frontiers in Education Conference (FIE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9273681\/9273811\/09274270.pdf?arnumber=9274270","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,2]],"date-time":"2022-12-02T09:21:46Z","timestamp":1669972906000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9274270\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,10,21]]},"references-count":51,"URL":"https:\/\/doi.org\/10.1109\/fie44824.2020.9274270","relation":{},"subject":[],"published":{"date-parts":[[2020,10,21]]}}}