{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T20:19:38Z","timestamp":1772050778773,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":25,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,1,29]],"date-time":"2018-01-29T00:00:00Z","timestamp":1517184000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,1,29]]},"DOI":"10.1145\/3167918.3167967","type":"proceedings-article","created":{"date-parts":[[2018,2,21]],"date-time":"2018-02-21T16:46:16Z","timestamp":1519231576000},"page":"1-10","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":11,"title":["Stock market analysis using social networks"],"prefix":"10.1145","author":[{"given":"Man","family":"Li","sequence":"first","affiliation":[{"name":"The University of Western Australia, Perth, Australia"}]},{"given":"Chi","family":"Yang","sequence":"additional","affiliation":[{"name":"The University of Western Australia, Perth, Australia"}]},{"given":"Jin","family":"Zhang","sequence":"additional","affiliation":[{"name":"The University of Western Australia, Perth, Australia"}]},{"given":"Deepak","family":"Puthal","sequence":"additional","affiliation":[{"name":"University of Technology Sydney, Sydney, Australia"}]},{"given":"Yun","family":"Luo","sequence":"additional","affiliation":[{"name":"Guizhou University, Guiyang, China"}]},{"given":"Jianxin","family":"Li","sequence":"additional","affiliation":[{"name":"The University of Western Australia, Perth, Australia"}]}],"member":"320","published-online":{"date-parts":[[2018,1,29]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"\"About Twitter Inc\" https:\/\/twitter.com\/?lang=en accessed on 25<sup>th<\/sup> September 2017.  \"About Twitter Inc\" https:\/\/twitter.com\/?lang=en accessed on 25<sup>th<\/sup> September 2017."},{"key":"e_1_3_2_1_2_1","volume-title":"TechCrunch.","author":"June Twitter Passed","year":"2012","unstructured":"\" Twitter Passed 500M Users in June 2012 , 140M of Them in US; Jakarta ''Biggest Tweeting' City \". TechCrunch. July 30, 2012. \"Twitter Passed 500M Users in June 2012, 140M of Them in US; Jakarta ''Biggest Tweeting' City\". TechCrunch. July 30, 2012."},{"key":"e_1_3_2_1_3_1","volume-title":"Twitter Official Blog.","year":"2011","unstructured":"\"200 million Tweets per day.\" Twitter Engineering , Twitter Official Blog. June 30, 2011 . \"200 million Tweets per day.\" Twitter Engineering, Twitter Official Blog. June 30, 2011."},{"key":"e_1_3_2_1_4_1","volume-title":"LifeTrends Issue","author":"Behavioural","year":"2016","unstructured":"\" Behavioural Economics\" , LifeTrends Issue 18, September 2016 . \"Behavioural Economics\", LifeTrends Issue 18, September 2016."},{"key":"e_1_3_2_1_5_1","first-page":"1","volume-title":"International Economic Review <b>10<\/b>","year":"1969","unstructured":"Fama, Eugene, F , e. a . International Economic Review <b>10<\/b> , 1 - 21 . 1969 Fama, Eugene, F, e. a. International Economic Review <b>10<\/b>, 1-21. 1969"},{"key":"e_1_3_2_1_6_1","volume-title":"Journal of Finance <b>46<\/b>, 1575-617","author":"E.","year":"1991","unstructured":"Fama, E. F. ( 1991 ) Journal of Finance <b>46<\/b>, 1575-617 . Fama, E. F. (1991) Journal of Finance <b>46<\/b>, 1575-617."},{"key":"e_1_3_2_1_7_1","volume-title":"MIT","author":"Cootner H.","year":"1964","unstructured":"H. Cootner , P. The random character of stock market prices . MIT , 1964 H. Cootner, P. The random character of stock market prices. MIT, 1964"},{"key":"e_1_3_2_1_8_1","volume-title":"Data Preparation for Data Mining","author":"Pyle D.","year":"1999","unstructured":"D. Pyle , Data Preparation for Data Mining . Morgan Kaufmann Publishers, Inc , 1999 . D. Pyle, Data Preparation for Data Mining. Morgan Kaufmann Publishers, Inc, 1999."},{"key":"e_1_3_2_1_9_1","volume-title":"The Secrets of Economic Indicators: Hidden Clues to Future Eco- nomic Trends and Investment Opportunities","author":"Baumohl B.","year":"2012","unstructured":"B. Baumohl , The Secrets of Economic Indicators: Hidden Clues to Future Eco- nomic Trends and Investment Opportunities . FT Press , 2012 . B. Baumohl, The Secrets of Economic Indicators: Hidden Clues to Future Eco- nomic Trends and Investment Opportunities. FT Press, 2012."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"crossref","DOI":"10.3386\/w19523","volume-title":"Time variation in asset price responses to macro announcements. Technical report","author":"Goldberg L. S.","year":"2013","unstructured":"L. S. Goldberg and C. Grisse , Time variation in asset price responses to macro announcements. Technical report , 2013 . L. S. Goldberg and C. Grisse, Time variation in asset price responses to macro announcements. Technical report, 2013."},{"key":"e_1_3_2_1_11_1","volume-title":"The Journal of Business <b>38<\/b>, 34- 105","author":"E.","year":"1965","unstructured":"Fama, E. F. , The Journal of Business <b>38<\/b>, 34- 105 , 1965 Fama, E. F., The Journal of Business <b>38<\/b>, 34- 105, 1965"},{"key":"e_1_3_2_1_12_1","volume-title":"Twitter mood predicts the stock market. arXiv","author":"Bollen Johan","year":"2015","unstructured":"Johan Bollen and Huina Mao , e. a ., Twitter mood predicts the stock market. arXiv , June 2015 . Johan Bollen and Huina Mao, e. a., Twitter mood predicts the stock market. arXiv, June 2015."},{"key":"e_1_3_2_1_13_1","volume-title":"Master Natural language Processing with python","author":"Chopra Deepti","year":"2016","unstructured":"Deepti Chopra , Master Natural language Processing with python , Packt Publishing , 2016 , ISBN 978-1-78398-904-1 Deepti Chopra, Master Natural language Processing with python, Packt Publishing, 2016, ISBN 978-1-78398-904-1"},{"key":"e_1_3_2_1_14_1","volume-title":"September","year":"2017","unstructured":"http:\/\/scikit-learn.org\/stable\/tutorial\/machine_learning_map\/ , accessed on 25<sup>th<\/sup> , September , 2017 . http:\/\/scikit-learn.org\/stable\/tutorial\/machine_learning_map\/, accessed on 25<sup>th<\/sup>, September, 2017."},{"key":"e_1_3_2_1_15_1","volume-title":"September","author":"Twitter Developer","year":"2017","unstructured":"\" Twitter Developer Documentation\" , https:\/\/dev.twitter.com\/rest\/public\/search, accessed on 25<sup>th<\/sup> , September , 2017 . \"Twitter Developer Documentation\", https:\/\/dev.twitter.com\/rest\/public\/search, accessed on 25<sup>th<\/sup>, September, 2017."},{"key":"e_1_3_2_1_16_1","unstructured":"\"return: definition of return in Oxford dictionary (British & World English)\"  \"return: definition of return in Oxford dictionary (British & World English)\""},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/72.991427"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2012.11.003"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-41278-3_24"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-02300-7","volume-title":"Support Vector Machines Applications","author":"Ma Y.","year":"2014","unstructured":"Y. Ma and G. Guo (eds) , Support Vector Machines Applications , Chapter 2, Springer International Publishing Switzerland 2014 . Y. Ma and G. Guo (eds), Support Vector Machines Applications, Chapter 2, Springer International Publishing Switzerland 2014."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511809071","volume-title":"Introduction to Information Retrieval","author":"Manning Christopher D.","year":"2008","unstructured":"Christopher D. Manning , Prabhakar Raghavan and Hinrich Sch\u00fctze , Introduction to Information Retrieval , Cambridge University Press . 2008 . ISBN: 0521865719. Christopher D. Manning, Prabhakar Raghavan and Hinrich Sch\u00fctze, Introduction to Information Retrieval, Cambridge University Press. 2008. ISBN: 0521865719."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.5555\/2606262.2606470"},{"key":"e_1_3_2_1_23_1","volume-title":"Sentiment Analysis of Twitter Data for Predicting Stock Market Movements. Arxiv ID: 1610.09225","author":"Venkata Pagolu","unstructured":"Pagolu and Venkata , e. a ., Sentiment Analysis of Twitter Data for Predicting Stock Market Movements. Arxiv ID: 1610.09225 . Cornell University . Pagolu and Venkata, e. a., Sentiment Analysis of Twitter Data for Predicting Stock Market Movements. Arxiv ID: 1610.09225. Cornell University."},{"key":"e_1_3_2_1_24_1","first-page":"11","article-title":"Prediction Model of the Stock Market Index Using Twitter Sentiment Analysis","author":"Ariel Anthony","year":"2016","unstructured":"Anthony R.C and Ariel , E. A ., Prediction Model of the Stock Market Index Using Twitter Sentiment Analysis , International Journal of Information Technology and Computer Science , 01 October 2016 , Vol.8(10), pp. 11 - 20 . Anthony R.C and Ariel, E. A., Prediction Model of the Stock Market Index Using Twitter Sentiment Analysis, International Journal of Information Technology and Computer Science, 01 October 2016, Vol.8(10), pp.11-20.","journal-title":"International Journal of Information Technology and Computer Science"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-015-2003-z"}],"event":{"name":"ACSW 2018: Australasian Computer Science Week 2018","location":"Brisband Queensland Australia","acronym":"ACSW 2018","sponsor":["CORE Computing Research and Education"]},"container-title":["Proceedings of the Australasian Computer Science Week Multiconference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3167918.3167967","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3167918.3167967","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:26:07Z","timestamp":1750213567000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3167918.3167967"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,1,29]]},"references-count":25,"alternative-id":["10.1145\/3167918.3167967","10.1145\/3167918"],"URL":"https:\/\/doi.org\/10.1145\/3167918.3167967","relation":{},"subject":[],"published":{"date-parts":[[2018,1,29]]},"assertion":[{"value":"2018-01-29","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}