-
1
-
-
48749089377
-
Surveillance sans frontieres: Internetbased emerging infectious disease intelligence and the HealthMap project
-
Brownstein, J.S., Freifeld, C.C., Reis, B.Y., Mandl, K.D.: Surveillance sans frontieres: internetbased emerging infectious disease intelligence and the HealthMap project. PLoSMed. 5, e151 (2008)
-
(2008)
Plosmed
, pp. 5
-
-
Brownstein, J.S.1
Freifeld, C.C.2
Reis, B.Y.3
Mandl, K.D.4
-
2
-
-
84869594064
-
Syndromic classification of Twitter messages
-
Collier, N., Doan, S.: Syndromic classification of Twitter messages. Electron. Healthc. 91, 186–195 (2012)
-
(2012)
Electron. Healthc
, vol.91
, pp. 186-195
-
-
Collier, N.1
Doan, S.2
-
3
-
-
79955757514
-
The use of Twitter to track levels of disease activity and public concern in the U.S. During the influenza A H1N1 pandemic
-
e19467
-
Signorini, A., Segre, A.M., Polgreen, P.M.: The use of Twitter to track levels of disease activity and public concern in the U.S. during the influenza A H1N1 pandemic. PloS One 6, e19467 (2011)
-
(2011)
Plos One
, pp. 6
-
-
Signorini, A.1
Segre, A.M.2
Polgreen, P.M.3
-
4
-
-
80053290412
-
Twitter catches the flu: Detecting influenza epidemics using Twitter
-
Aramaki, E., Maskawa, S., Morita, M.: Twitter catches the flu: detecting influenza epidemics using Twitter. In: Proceedings of the Conference on Empirical Methods in Natural Language Processing, pp. 1568–1576 (2011)
-
(2011)
Proceedings of the Conference on Empirical Methods in Natural Language Processing
, pp. 1568-1576
-
-
Aramaki, E.1
Maskawa, S.2
Morita, M.3
-
6
-
-
84961664891
-
-
ReutersNews
-
ReutersNews. http://www.reuters.com/article/2014/10/18/us-health-ebola-usa-idUSKCN0I61BO20141018
-
-
-
-
7
-
-
50049103449
-
Changes in emotion of the Chinese public in regard to the SARS period
-
Zhu, X., Wu, S., Miao, D., Li, Y.: Changes in emotion of the Chinese public in regard to the SARS period. Soc. Behav. Personal. 36, 447–454 (2008)
-
(2008)
Soc. Behav. Personal
, vol.36
, pp. 447-454
-
-
Zhu, X.1
Wu, S.2
Miao, D.3
Li, Y.4
-
8
-
-
84961578334
-
-
Guardian News
-
Guardian News. http://www.guardian.co.uk/world/2011/mar/17/chinese-panic-buy-saltjapan
-
-
-
-
9
-
-
60549098239
-
Detecting influenza epidemics using search engine query data
-
Ginsberg, J., Mohebbi, M.H., Patel, R.S., Brammer, L., Smolinski, M.S., Brilliant, L.:Detecting influenza epidemics using search engine query data. Nature 457, 1012–1014 (2009)
-
(2009)
Nature
, vol.457
, pp. 1012-1014
-
-
Ginsberg, J.1
Mohebbi, M.H.2
Patel, R.S.3
Brammer, L.4
Smolinski, M.S.5
Brilliant, L.6
-
10
-
-
84961649881
-
-
Twitter
-
Twitter. http://www.twitter.com
-
-
-
-
11
-
-
84961594955
-
-
Twitter Documentation
-
Twitter Documentation. https://dev.twitter.com/docs
-
-
-
-
12
-
-
84947296805
-
Twitter sentiment classification for measuring public health concerns
-
Ji, X., Chun, S.A., Wei, Z., Geller, J.: Twitter sentiment classification for measuring public health concerns. Soc. Netw. Anal. Min. 5, 1–25 (2015)
-
(2015)
Soc. Netw. Anal. Min
, vol.5
, pp. 1-25
-
-
Ji, X.1
Chun, S.A.2
Wei, Z.3
Geller, J.4
-
13
-
-
84862692437
-
-
Zhang, L., Ghosh, R., Dekhil, M., Hsu, M., Liu, B.: Combining lexicon-based and learningbased methods for Twitter sentiment analysis (2011)
-
(2011)
Combining Lexicon-Based and Learningbased Methods for Twitter Sentiment Analysis
-
-
Zhang, L.1
Ghosh, R.2
Dekhil, M.3
Hsu, M.4
Liu, B.5
-
14
-
-
84866007229
-
A survey of opinion mining and sentiment analysis
-
Liu, B., Zhang, L.: A survey of opinion mining and sentiment analysis. Mining Text Data, pp. 415–463 (2012)
-
(2012)
Mining Text Data
, pp. 415-463
-
-
Liu, B.1
Zhang, L.2
-
16
-
-
85013224604
-
Evaluation datasets for twitter sentiment analysis
-
Saif, H., Fernandez, M., He, Y., Alani, H.: Evaluation datasets for twitter sentiment analysis. In: Proceedings of 1st Workshop on Emotion and Sentiment in Social and Expressive Media (2013)
-
(2013)
Proceedings of 1St Workshop on Emotion and Sentiment in Social and Expressive Media
-
-
Saif, H.1
Fernandez, M.2
He, Y.3
Alani, H.4
-
17
-
-
84905852078
-
Detecting public sentiment over PM2.5 pollution hazards through analysis of Chinese microblog
-
Sha, Y., Yan, J., Cai, G.: Detecting public sentiment over PM2.5 pollution hazards through analysis of Chinese microblog. In: The 11th International Conference on Information Systems for Crisis Response and Management, pp. 722–726 (2014)
-
(2014)
The 11Th International Conference on Information Systems for Crisis Response and Management
, pp. 722-726
-
-
Sha, Y.1
Yan, J.2
Cai, G.3
-
18
-
-
84893466108
-
Monitoring public health concerns using Twitter sentiment classifications
-
Ji, X., Chun, S.A., Geller, J.: Monitoring public health concerns using Twitter sentiment classifications. In: Proceedings of IEEE International Conference on Healthcare Informatics, pp. 335–344 (2013)
-
(2013)
Proceedings of IEEE International Conference on Healthcare Informatics
, pp. 335-344
-
-
Ji, X.1
Chun, S.A.2
Geller, J.3
-
20
-
-
0020764567
-
Cognitive systems engineering: New wine in new bottles
-
Hollnagel, E., Woods, D.D.: Cognitive systems engineering: new wine in new bottles. Int. J. Man Mach. Stud. 18, 583–600 (1983)
-
(1983)
Int. J. Man Mach. Stud
, vol.18
, pp. 583-600
-
-
Hollnagel, E.1
Woods, D.D.2
-
21
-
-
84859699832
-
Disease Ontology: A backbone for disease semantic integration
-
Schriml, L.M., Arze, C., Nadendla, S., Chang, Y.W.W., Mazaitis, M., Felix, V., Feng, G., Kibbe, W.A.: Disease Ontology: a backbone for disease semantic integration. Nucleic Acids Res. 40(D1), D940–D946 (2012)
-
(2012)
Nucleic Acids Res
, vol.40
, Issue.1
, pp. D940-D946
-
-
Schriml, L.M.1
Arze, C.2
Nadendla, S.3
Chang, Y.W.W.4
Mazaitis, M.5
Felix, V.6
Feng, G.7
Kibbe, W.A.8
-
22
-
-
84961664873
-
-
List of ICD-9 Codes
-
List of ICD-9 Codes. https://en.wikipedia.org/wiki/List_of_ICD-9_codes_001%E2%80%93139:_infectious_and_parasitic_diseases
-
-
-
-
24
-
-
85038601237
-
Sentiment analysis and opinion mining
-
Liu, B.: Sentiment analysis and opinion mining. Synth. Lect. Hum. Lang. Technol. 5, 1–167 (2012)
-
(2012)
Synth. Lect. Hum. Lang. Technol
, vol.5
, pp. 1-167
-
-
Liu, B.1
-
26
-
-
79960117485
-
Good friends, bad newsaffect and virality in twitter
-
Springer, Berlin
-
Hansen, L.K., Arvidsson, A., Nielsen, F.Å., Colleoni, E., Etter, M.: Good friends, bad newsaffect and virality in twitter. Future information technology, pp. 34–43. Springer, Berlin (2011)
-
(2011)
Future Information Technology
, pp. 34-43
-
-
Hansen, L.K.1
Arvidsson, A.2
Nielsen, F.Å.3
Colleoni, E.4
Etter, M.5
-
27
-
-
85031789656
-
Sentiwordnet: A publicly available lexical resource for opinion mining
-
Esuli, A., Sebastiani, F.: Sentiwordnet: a publicly available lexical resource for opinion mining. In: Proceedings of LREC, pp. 417–422 (2006)
-
(2006)
Proceedings of LREC
, pp. 417-422
-
-
Esuli, A.1
Sebastiani, F.2
-
28
-
-
48449095896
-
Opinion mining and sentiment analysis
-
Pang, B., Lee, L.: Opinion mining and sentiment analysis. Found. Trends Inf. Retr. 2, 1–135 (2008)
-
(2008)
Found. Trends Inf. Retr
, vol.2
, pp. 1-135
-
-
Pang, B.1
Lee, L.2
-
29
-
-
85141803251
-
Thumbs up?: Sentiment classification using machine learning techniques
-
Pang, B., Lee, L., Vaithyanathan, S.: Thumbs up?: sentiment classification using machine learning techniques. In: Proceedings of the ACL-02 Conference on Empirical Methods in Natural Language Processing, vol. 10, pp. 79–86 (2003)
-
(2003)
Proceedings of the ACL-02 Conference on Empirical Methods in Natural Language Processing
, vol.10
, pp. 79-86
-
-
Pang, B.1
Lee, L.2
Vaithyanathan, S.3
-
31
-
-
80053247760
-
Recognizing contextual polarity in phrase-level sentiment analysis
-
Wilson, T., Wiebe, J., Hoffmann, P.: Recognizing contextual polarity in phrase-level sentiment analysis. In: Proceedings of Human Language Technologies Conference on Empirical Methods in Natural Language Processing, pp. 347–354 (2005)
-
(2005)
Proceedings of Human Language Technologies Conference on Empirical Methods in Natural Language Processing
, pp. 347-354
-
-
Wilson, T.1
Wiebe, J.2
Hoffmann, P.3
-
32
-
-
84868597583
-
Estimating citizen alertness in crises using social media monitoring and analysis
-
Johansson, F., Brynielsson, J., Quijano, M.N.: Estimating citizen alertness in crises using social media monitoring and analysis. In: Proceedings of European Intelligence and Security Informatics Conference, pp. 189–196 (2012)
-
(2012)
Proceedings of European Intelligence and Security Informatics Conference
, pp. 189-196
-
-
Johansson, F.1
Brynielsson, J.2
Quijano, M.N.3
-
33
-
-
84961664901
-
Emotion classification of socialmedia posts for estimating people’s reactions to communicated alert messages during crises
-
Brynielsson, J., Johansson, F., Jonsson, C., Westling, A.: Emotion classification of socialmedia posts for estimating people’s reactions to communicated alert messages during crises. Secur. Inf. 3, 1–11 (2014)
-
(2014)
Secur. Inf.
, vol.3
, pp. 1-11
-
-
Brynielsson, J.1
Johansson, F.2
Jonsson, C.3
Westling, A.4
-
36
-
-
84868588570
-
Semantic sentiment analysis of Twitter
-
Saif, H., He, Y., Alani, H.: Semantic sentiment analysis of Twitter. The Semantic Web-ISWC, pp. 508–524 (2012)
-
(2012)
The Semantic Web-Iswc
, pp. 508-524
-
-
Saif, H.1
He, Y.2
Alani, H.3
-
40
-
-
83055184650
-
Target-dependent twitter sentiment classification
-
Jiang, L., Yu, M., Zhou, M., Liu, X., Zhao, T.: Target-dependent twitter sentiment classification. In: Proceedings of the 49th AnnualMeeting of the Association for Computational Linguistics: Human Language Technologies, vol. 1, pp. 151–160 (2011)
-
(2011)
Proceedings of the 49Th Annualmeeting of the Association for Computational Linguistics: Human Language Technologies
, vol.1
, pp. 151-160
-
-
Jiang, L.1
Yu, M.2
Zhou, M.3
Liu, X.4
Zhao, T.5
-
41
-
-
84904192791
-
Sentiment analysis on twitter through topic-based lexicon expansion
-
Springer International Publishing, Switzerland
-
Zhou, Z., Zhang, X., Sanderson, M.: Sentiment analysis on twitter through topic-based lexicon expansion. Databases Theory and Applications, pp. 98–109. Springer International Publishing, Switzerland (2014)
-
(2014)
Databases Theory and Applications
, pp. 98-109
-
-
Zhou, Z.1
Zhang, X.2
Sanderson, M.3
-
43
-
-
34249753618
-
Support-vector networks
-
Cortes, C., Vapnik, V.: Support-vector networks. Mach. Learn. 20, 273–297 (1995)
-
(1995)
Mach. Learn
, vol.20
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
45
-
-
80055065085
-
Assessing vaccination sentiments with online socialmedia: Implications for infectious disease dynamics and control
-
e1002199
-
Salathe, M., Khandelwal, S.: Assessing vaccination sentiments with online socialmedia: implications for infectious disease dynamics and control. PLoS Comput. Biol. 7, e1002199 (2011)
-
(2011)
Plos Comput. Biol
, pp. 7
-
-
Salathe, M.1
Khandelwal, S.2
-
46
-
-
34547619773
-
Movie review mining and summarization
-
Zhuang, L., Jing, F., Zhu, X.-Y.: Movie review mining and summarization. In: Proceedings of the 15th ACM International Conference on Information and Knowledge Management, pp. 43–50 (2006)
-
(2006)
Proceedings of the 15Th ACM International Conference on Information and Knowledge Management
, pp. 43-50
-
-
Zhuang, L.1
Jing, F.2
Zhu, X.-Y.3
-
47
-
-
78649725192
-
Pandemics in the age of Twitter: Content analysis of Tweets during the 2009 H1N1 outbreak
-
e14118
-
Chew, C., Eysenbach, G.: Pandemics in the age of Twitter: content analysis of Tweets during the 2009 H1N1 outbreak. PloS One 5, e14118 (2010)
-
(2010)
Plos One
, pp. 5
-
-
Chew, C.1
Eysenbach, G.2
-
48
-
-
84890614558
-
From tweets to polls: Linking text sentiment to public opinion time series
-
O’Connor, B., Balasubramanyan, R., Routledge, B.R., Smith, N.A.: From tweets to polls: Linking text sentiment to public opinion time series. In: Proceedings of International Conference on Weblogs and Social Media, pp. 122–129 (2010)
-
(2010)
Proceedings of International Conference on Weblogs and Social Media
, pp. 122-129
-
-
O’Connor, B.1
Balasubramanyan, R.2
Routledge, B.R.3
Smith, N.A.4
-
51
-
-
84961587948
-
-
Twitter 4J
-
Twitter 4J. http://twitter4j.org/en/
-
-
-
-
52
-
-
84961598119
-
-
Profanity List
-
Profanity List. http://web.njit.edu/xj25/eosds_beta/files/profanity_list.txt
-
-
-
-
53
-
-
84961664819
-
-
FCC Guide
-
FCC Guide. http://www.fcc.gov/guides/obscenity-indecency-and-profanity
-
-
-
-
54
-
-
84961664808
-
-
News Stopwords
-
News Stopwords. http://web.njit.edu/xj25/eosds_beta/files/news_stopwords.txt
-
-
-
-
55
-
-
76749092270
-
The WEKA data mining software: An update
-
Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., Witten, I.H.: The WEKA data mining software: an update. SIGKDD Explor. Newsl. 11, 10–18 (2009)
-
(2009)
SIGKDD Explor. Newsl
, vol.11
, pp. 10-18
-
-
Hall, M.1
Frank, E.2
Holmes, G.3
Pfahringer, B.4
Reutemann, P.5
Witten, I.H.6
-
56
-
-
3343019470
-
Measuring nominal scale agreement among many raters
-
Fleiss, J.L.: Measuring nominal scale agreement among many raters. Psychol. Bull. 76, 378–382 (1971)
-
(1971)
Psychol. Bull.
, vol.76
, pp. 378-382
-
-
Fleiss, J.L.1
-
57
-
-
85116978522
-
Twitter data: What do they represent?
-
Bruns, A., Stieglitz, S.: Twitter data: what do they represent? Inf. Technol. 56, 240–245 (2014)
-
(2014)
Inf. Technol
, vol.56
, pp. 240-245
-
-
Bruns, A.1
Stieglitz, S.2
-
58
-
-
84887267896
-
-
arXiv preprint arXiv:1306.5204
-
Morstatter, F., Pfeffer, J., Liu, H., Carley, K.M.: Is the sample good enough? comparing data from twitter’s streaming api with twitter’s firehose (2013). arXiv preprint arXiv:1306.5204
-
Is the Sample Good Enough? Comparing Data from twitter’s Streaming Api with twitter’s Firehose (2013)
-
-
Morstatter, F.1
Pfeffer, J.2
Liu, H.3
Carley, K.M.4
-
59
-
-
85070357722
-
Understanding the demographics of Twitter users
-
Mislove, A., Lehmann, S., Ahn, Y.-Y., Onnela, J.-P., Rosenquist, J.N.: Understanding the demographics of Twitter users. In: Proceedings of the 5th InternationalAAAIConference onWeblogs and Social Media, pp. 554–557 (2011)
-
(2011)
Proceedings of the 5Th Internationalaaaiconference Onweblogs and Social Media
, pp. 554-557
-
-
Mislove, A.1
Lehmann, S.2
Ahn, Y.-Y.3
Onnela, J.-P.4
Rosenquist, J.N.5
-
60
-
-
85003678667
-
Twitter as a news source: How Dutch and British newspapers used tweets in their news coverage, 2007–2011
-
Broersma, M., Graham, T.: Twitter as a news source: how Dutch and British newspapers used tweets in their news coverage, 2007–2011. Journal. Pract. 7, 446–464 (2013)
-
(2013)
Journal. Pract
, vol.7
, pp. 446-464
-
-
Broersma, M.1
Graham, T.2
|