Skip to main content

2021 | OriginalPaper | Buchkapitel

Text, Content and Data Analysis of Journal Articles: The Field of International Relations

verfasst von : Nikos Koutsoupias, Kyriakos Mikelis

Erschienen in: Data Analysis and Rationality in a Complex World

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Term frequencies is the basic, if not the main, measure that springs out, during the process of mapping latent information in a text corpus. This paper addresses the issue of exploring a set of textual documents based on their metadata and term frequencies, by introducing the mixed use of text mining and data analysis methods for analyzing social science journal articles. In particular, this survey links the quantitative research of scientific discourse—through specific tools of data analysis—with research on the development of a scientific field, namely International Relations. Preliminary results on field-related published journal articles demonstrate the effectiveness of the proposed methodology.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Aydin, M., Yazgan, K.: Türkiye’de Uluslararası \(\dot{I}\)lişkiler Akademisyenleri. Eğitim, Arastırma ve Uluslararası Politika Anketi - 2011. Uluslararası \(\dot{I}\)lişkiler, 9, 3–44 (2013) Aydin, M., Yazgan, K.: Türkiye’de Uluslararası \(\dot{I}\)lişkiler Akademisyenleri. Eğitim, Arastırma ve Uluslararası Politika Anketi - 2011. Uluslararası \(\dot{I}\)lişkiler, 9, 3–44 (2013)
Zurück zum Zitat Aydinli, E., Biltekin, G.: Time to quantify Turkey’s foreign affairs: setting quality standards for a maturing international relations discipline. Int. Stud. Perspect. 18(3), 267–287 (2017) Aydinli, E., Biltekin, G.: Time to quantify Turkey’s foreign affairs: setting quality standards for a maturing international relations discipline. Int. Stud. Perspect. 18(3), 267–287 (2017)
Zurück zum Zitat Bilgin, P., Tanrisever. O.: A telling story of ir in the periphery: telling Turkey about the world, telling the world about Turkey. J. Int. Relat. Dev. 12(2), 174–179 (2009) Bilgin, P., Tanrisever. O.: A telling story of ir in the periphery: telling Turkey about the world, telling the world about Turkey. J. Int. Relat. Dev. 12(2), 174–179 (2009)
Zurück zum Zitat Feinerer, I., Hornik, K., Meyer, D.: A text mining infrastructure in R. J. Stat Softw. 25)(5), 1–54 (2008) Feinerer, I., Hornik, K., Meyer, D.: A text mining infrastructure in R. J. Stat Softw. 25)(5), 1–54 (2008)
Zurück zum Zitat Gofas, A., Hamati-Ataya, I., Onuf, N. (eds): The SAGE Handbook of the History, Philosophy and Sociology of International Relations. SAGE (2018) Gofas, A., Hamati-Ataya, I., Onuf, N. (eds): The SAGE Handbook of the History, Philosophy and Sociology of International Relations. SAGE (2018)
Zurück zum Zitat Greenacre, M., Blasius, J. (eds.): Multiple Correspondence Analysis and Related Methods. CRC Press (2006) Greenacre, M., Blasius, J. (eds.): Multiple Correspondence Analysis and Related Methods. CRC Press (2006)
Zurück zum Zitat Joachims, T.: A Probabilistic Analysis of the Rocchio Algorithm with TFIDF for Text Categorization (No. CMU-CS-96-118). Carnegie-Mellon Univ Pittsburgh PA (1996) Joachims, T.: A Probabilistic Analysis of the Rocchio Algorithm with TFIDF for Text Categorization (No. CMU-CS-96-118). Carnegie-Mellon Univ Pittsburgh PA (1996)
Zurück zum Zitat Kristensen, P.: Dividing discipline: structures of communication in international relations. Int. Stud. Rev. 14(2), 32–5 (2012)CrossRef Kristensen, P.: Dividing discipline: structures of communication in international relations. Int. Stud. Rev. 14(2), 32–5 (2012)CrossRef
Zurück zum Zitat Koutsoupias, N., Mikelis, K.: Exploring International Relations Journal Articles: A Multivariate Approach. SAGE Research Methods Cases (2019) Koutsoupias, N., Mikelis, K.: Exploring International Relations Journal Articles: A Multivariate Approach. SAGE Research Methods Cases (2019)
Zurück zum Zitat Kristensen, P.: Dividing discipline: structures of communication in international relations. Int. Stud. Rev. 14(2), 32–5 (2012)CrossRef Kristensen, P.: Dividing discipline: structures of communication in international relations. Int. Stud. Rev. 14(2), 32–5 (2012)CrossRef
Zurück zum Zitat Le Roux, B., Rouanet, H.: Quantitative Applications in the Social Sciences: Multiple Correspondence Analysis. SAGE (2010) Le Roux, B., Rouanet, H.: Quantitative Applications in the Social Sciences: Multiple Correspondence Analysis. SAGE (2010)
Zurück zum Zitat Maliniak, D., Peterson, S., Powers, R., Tierney, M.J.: Is international relations a global discipline? Hegemony, insularity, and diversity in the field. Secur. Stud. 27(3), 448–484 (2018)CrossRef Maliniak, D., Peterson, S., Powers, R., Tierney, M.J.: Is international relations a global discipline? Hegemony, insularity, and diversity in the field. Secur. Stud. 27(3), 448–484 (2018)CrossRef
Zurück zum Zitat Pashakhanlou, A.H.: Fully integrated content analysis in international relations. Int. Relat. 31(4), 447–465 (2017)CrossRef Pashakhanlou, A.H.: Fully integrated content analysis in international relations. Int. Relat. 31(4), 447–465 (2017)CrossRef
Zurück zum Zitat Salton, G.: Automatic Text Processing. Addison-Wesley (1989) Salton, G.: Automatic Text Processing. Addison-Wesley (1989)
Zurück zum Zitat Saridakis, I.: Cross-linguistic Semantics of International Law. A Corpus-informed Translation of A. Cassese’s International Law into Greek. Linguistica Antverpiensia, New Series— hemes in Translation Studies, 12, 197–215 (2013) Saridakis, I.: Cross-linguistic Semantics of International Law. A Corpus-informed Translation of A. Cassese’s International Law into Greek. Linguistica Antverpiensia, New Series— hemes in Translation Studies, 12, 197–215 (2013)
Zurück zum Zitat Schmidt, B., Guilhot, N. (eds.) Historiographical Investigations in International Relations. Palgrave Macmillan (2019) Schmidt, B., Guilhot, N. (eds.) Historiographical Investigations in International Relations. Palgrave Macmillan (2019)
Zurück zum Zitat Vijayarani, S., Ilamathi, M.J., Nithya, M.: Preprocessing techniques for text mining-an overview. Int. J. Comput. Commun. 5(1), 7–16 (2015) Vijayarani, S., Ilamathi, M.J., Nithya, M.: Preprocessing techniques for text mining-an overview. Int. J. Comput. Commun. 5(1), 7–16 (2015)
Zurück zum Zitat Yazgan, K.: The Development of International Relations Studies in Turkey. Ph.D. Thesis. University of Exeter (2012) Yazgan, K.: The Development of International Relations Studies in Turkey. Ph.D. Thesis. University of Exeter (2012)
Zurück zum Zitat Zhao, Y., Karypis, G., Fayyad, U.: Hierarchical clustering algorithms for document datasets. Data Min. Knowl. Disc. 10(2), 141–168 (2005)MathSciNetCrossRef Zhao, Y., Karypis, G., Fayyad, U.: Hierarchical clustering algorithms for document datasets. Data Min. Knowl. Disc. 10(2), 141–168 (2005)MathSciNetCrossRef
Metadaten
Titel
Text, Content and Data Analysis of Journal Articles: The Field of International Relations
verfasst von
Nikos Koutsoupias
Kyriakos Mikelis
Copyright-Jahr
2021
DOI
https://doi.org/10.1007/978-3-030-60104-1_13

Premium Partner