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2019 | OriginalPaper | Buchkapitel

The Analysis of Relations Between Users on Social Networks Based on the Polish Political Tweets

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Abstract

The article presents a method of acquiring selected topical data from Twitter conversations and storing it in the relational database schema with the use of a scheduled cyclical process. This kind of storage creates the opportunity to analyze the dependencies between users, hashtags, mentions etc. based on SQL or its procedural extension. Additionally, it is possible to construct data views, which facilitates the creation of front end applications leading to efficient generation of cross sections of data based on different features: time of creation, strength of relations etc. Taking all of this into consideration, an application was developed that allows for graphical representation of relations with the use of the two algorithms: a Fruchterman-Reingold and a radial one. This program accepts the visual analysis and additionally it creates the opportunity to manipulate parts of a graph or separate nodes, and obtain descriptions of their features. Some conclusions about the relations between people conversing about Polish political scene were presented.

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Literatur
1.
Zurück zum Zitat Al-Khalifa, H.S.: A first step towards understanding saudi political activities on Twitter. Int. J. Web Inf. Syst. 8(4), 390–400 (2012)CrossRef Al-Khalifa, H.S.: A first step towards understanding saudi political activities on Twitter. Int. J. Web Inf. Syst. 8(4), 390–400 (2012)CrossRef
2.
Zurück zum Zitat Avots, E., Sapiński, T., Bachmann, M., Kamińska, D.: Audiovisual emotion recognition in wild. In: Machine Vision and Applications, pp. 1–11 (2018) Avots, E., Sapiński, T., Bachmann, M., Kamińska, D.: Audiovisual emotion recognition in wild. In: Machine Vision and Applications, pp. 1–11 (2018)
4.
Zurück zum Zitat Byun, C., Lee, H., Kim, Y., Ko Kim, K.: Twitter data collecting tool with rule-based filtering and analysis module. Int. J. Web Inf. Syst. 9(3), 184–203 (2013)CrossRef Byun, C., Lee, H., Kim, Y., Ko Kim, K.: Twitter data collecting tool with rule-based filtering and analysis module. Int. J. Web Inf. Syst. 9(3), 184–203 (2013)CrossRef
5.
Zurück zum Zitat Cheng, Y.C., Chen, P.L.: Global social media, local context: a case study of Chinese-language tweets about the 2012 presidential election in Taiwan. Aslib J. Inf. Manag. 66(3), 342–356 (2014)CrossRef Cheng, Y.C., Chen, P.L.: Global social media, local context: a case study of Chinese-language tweets about the 2012 presidential election in Taiwan. Aslib J. Inf. Manag. 66(3), 342–356 (2014)CrossRef
6.
Zurück zum Zitat Cieślewicz, J., Pelikant, A.: Zastosowanie sieci językowych w reprezentacji dokumentów tekstowych (Application of language networks in the representation of text documents). Stud. Informatica 32(2A), 517–526 (2011) Cieślewicz, J., Pelikant, A.: Zastosowanie sieci językowych w reprezentacji dokumentów tekstowych (Application of language networks in the representation of text documents). Stud. Informatica 32(2A), 517–526 (2011)
7.
Zurück zum Zitat Fagnan, J., Zaïane, O., Goebel, R.: Visualizing community centric network layouts. In: 2012 16th International Conference on Information Visualisation, pp. 321–330. IEEE (2012) Fagnan, J., Zaïane, O., Goebel, R.: Visualizing community centric network layouts. In: 2012 16th International Conference on Information Visualisation, pp. 321–330. IEEE (2012)
8.
Zurück zum Zitat Fruchterman, T.M., Reingold, E.M.: Graph drawing by force-directed placement. Softw.: Pract. Experience 21(11), 1129–1164 (1991) Fruchterman, T.M., Reingold, E.M.: Graph drawing by force-directed placement. Softw.: Pract. Experience 21(11), 1129–1164 (1991)
9.
Zurück zum Zitat Gunnarsson Lorentzen, D.: Polarisation in political Twitter conversations. Aslib J. Inf. Manag. 66(3), 329–341 (2014)CrossRef Gunnarsson Lorentzen, D.: Polarisation in political Twitter conversations. Aslib J. Inf. Manag. 66(3), 329–341 (2014)CrossRef
11.
Zurück zum Zitat Kardes, H., Sevincer, A., Gunes, M.H., Yuksel, M.: Six degrees of separation among US researchers. In: Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012), pp. 654–659. IEEE Computer Society (2012) Kardes, H., Sevincer, A., Gunes, M.H., Yuksel, M.: Six degrees of separation among US researchers. In: Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012), pp. 654–659. IEEE Computer Society (2012)
12.
Zurück zum Zitat Kijas, W.: Facebook crawler as software agent for business intelligence system. Stud. Informatica 35(4), 89–110 (2014) Kijas, W.: Facebook crawler as software agent for business intelligence system. Stud. Informatica 35(4), 89–110 (2014)
14.
Zurück zum Zitat Kobourov, S.G.: Force-Directed Drawing Algorithms. Handbook of Graph Drawing and Visualization, pp. 383–408 (2013) Kobourov, S.G.: Force-Directed Drawing Algorithms. Handbook of Graph Drawing and Visualization, pp. 383–408 (2013)
15.
Zurück zum Zitat Konopka, E., Pelikant, A.: Zastosowanie metod grupowania w analizie sieci społecznościowych (Application of grouping methods in the analysis of social networks). Zeszyty Naukowe Wyższej Szkoły Informatyki 13(1), 13–37 (2014) Konopka, E., Pelikant, A.: Zastosowanie metod grupowania w analizie sieci społecznościowych (Application of grouping methods in the analysis of social networks). Zeszyty Naukowe Wyższej Szkoły Informatyki 13(1), 13–37 (2014)
16.
Zurück zum Zitat Leydesdorff, L.: Clusters and maps of science journals based on bi-connected graphs in journal citation reports. J. Documentation 60(4), 371–427 (2004)CrossRef Leydesdorff, L.: Clusters and maps of science journals based on bi-connected graphs in journal citation reports. J. Documentation 60(4), 371–427 (2004)CrossRef
17.
Zurück zum Zitat Lunze, J.: Six degrees of separation in multi-agent systems. In: 2016 IEEE 55th Conference on Decision and Control (CDC), pp. 6838–6844. IEEE (2016) Lunze, J.: Six degrees of separation in multi-agent systems. In: 2016 IEEE 55th Conference on Decision and Control (CDC), pp. 6838–6844. IEEE (2016)
19.
Zurück zum Zitat Milgram, S.: The small world problem. Psychol. Today 2(1), 60–67 (1967) Milgram, S.: The small world problem. Psychol. Today 2(1), 60–67 (1967)
20.
Zurück zum Zitat Pilny, P., Pelikant, A.: Wizualizacja i reorganizacja grafów z zastosowaniem relacyjnej bazy danych (Graphs visualisation and reorganisation using relational database). Zeszyty Naukowe Wyższej Szkoły Informatyki 13(1), 38–65 (2014) Pilny, P., Pelikant, A.: Wizualizacja i reorganizacja grafów z zastosowaniem relacyjnej bazy danych (Graphs visualisation and reorganisation using relational database). Zeszyty Naukowe Wyższej Szkoły Informatyki 13(1), 38–65 (2014)
21.
Zurück zum Zitat Pomorova, O.: The commercial information leak detection technology based on the analysis of professional discussions on social networks. Stud. Informatica 39(1), 43–64 (2018) Pomorova, O.: The commercial information leak detection technology based on the analysis of professional discussions on social networks. Stud. Informatica 39(1), 43–64 (2018)
22.
Zurück zum Zitat Travers, J., Milgram, S.: An experimental study of the small world problem. In: Social Networks, pp. 179–197. Elsevier (1977) Travers, J., Milgram, S.: An experimental study of the small world problem. In: Social Networks, pp. 179–197. Elsevier (1977)
23.
Zurück zum Zitat Udanor, C., Aneke, S., Ogbuokiri, B.O.: Determining social media impact on the politics of developing countries using social network analytics. Program 50(4), 481–507 (2016)CrossRef Udanor, C., Aneke, S., Ogbuokiri, B.O.: Determining social media impact on the politics of developing countries using social network analytics. Program 50(4), 481–507 (2016)CrossRef
24.
Zurück zum Zitat Wang, R., Liu, W., Gao, S.: Hashtags and information virality in networked social movement: examining hashtag co-occurrence patterns. Online Inf. Rev. 40(7), 850–866 (2016)CrossRef Wang, R., Liu, W., Gao, S.: Hashtags and information virality in networked social movement: examining hashtag co-occurrence patterns. Online Inf. Rev. 40(7), 850–866 (2016)CrossRef
25.
Zurück zum Zitat Zimmer, M., Proferes, N.J.: A topology of Twitter research: disciplines, methods, and ethics. Aslib J. Inf. Manag. 66(3), 250–261 (2014)CrossRef Zimmer, M., Proferes, N.J.: A topology of Twitter research: disciplines, methods, and ethics. Aslib J. Inf. Manag. 66(3), 250–261 (2014)CrossRef
Metadaten
Titel
The Analysis of Relations Between Users on Social Networks Based on the Polish Political Tweets
verfasst von
Adam Pelikant
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-19093-4_14