CAB431 Text Analysis and Web Search

[object Object] {"attributes":{"DGCIF":"Available for cross institutional students - faculty approval required","ITBUNI":"Information Technology UG - Uni Wide Units","DGSAF":"Study Abroad / Exchange (UG) - faculty approval required","DGNAF":"Available for Single Unit students (UG) - faculty approval required"},"study-types":["Cross-institutional study","Single-unit study"],"availabilities":[{"study-mode":"All","attendance-mode":"Internal","location":"Gardens Point","campus":"Gardens Point","study-period":"Semester 1","date-end":"2025-06-20T14:00Z","date-start":"2025-02-23T14:00Z","year":2025},{"study-mode":"All","attendance-mode":"Online","location":"Online","campus":"Gardens Point","study-period":"Semester 1","date-end":"2025-06-20T14:00Z","date-start":"2025-02-23T14:00Z","year":2025}],"broad-study-area":{"name":"Science","foe":20111},"code":"CAB431","credit-points":12,"fees":[{"csp":"$1,164","dom":"$4,356","int":"$5,172","year":2025}],"faculty":{"code":460100,"title-short":"Science","title-full":"Faculty of Science"},"school-discipline":{"code":460600,"title-short":"Computer Science","title-full":"School of Computer Science"},"unit-requisites":{"pre":"CAB201 or ITD121"},"sams-version":3,"summer":[],"synopsis":"With the explosion of information resources on the Web, social media and corporate intranets, there is an imminent need for advanced technologies to help people deal with big text data. There are many practical applications of Web search and text analysis in the areas such as classification of news stories, academic papers or medical records; spam or junk email filtering, understand customers opinion or behaviors through their feedback in online-systems or social media, customer service promotion etc. Therefore, it is urgent for IT developers, Web analysts, information management consultants, or Web development & support officers to understand NLP (Natural Language Processing) techniques, popular text processing models (such as Web search engine, information retrieval models); advanced text mining techniques (such as supervised methods for information filtering or classification and unsupervised method for topic modelling); and future directions in Web Intelligence.","title-full":"CAB431 Text Analysis and Web Search","title-short":"Text Analysis and Web Search","url":{"current":"https://qutvirtual4.qut.edu.au/group/student/enrolment/units/unit?unitCode=CAB431&year=2025","prospective":"https://www.qut.edu.au/study/unit?unitCode=CAB431","timetable":"https://qutvirtual3.qut.edu.au/qvpublic/ttab_unit_search_p.process_teach_period_search?p_unit_cd=CAB431"},"year":2025,"years":[2025]}