TY - JOUR
T1 - One Journal, One Decade, 3,797,592 Words
T2 - Computational Analysis of HaTzfira's Discourse (1874-1883)
AU - Segal, Zef M.
AU - Soffer, Oren
N1 - Publisher Copyright:
© Oxford Centre for Hebrew and Jewish Studies, 2021.
PY - 2021/9
Y1 - 2021/9
N2 - In this study we use computational tools to analyse the dynamic nature of the journalistic discourse as reflected in one decade (1874-83) of one Eastern European Hebrew weekly - HaTzfira. To identify latent themes in HaTzfira's discourse we apply algorithmic topic-modelling analysis to an upgraded optical character recognition of this periodical. The analysis demonstrates two turning points in the history of HaTzfira's discourse. The first, in the mid-1870s, reflected a shifting of balance from scientific topics to topics related to world politics. The second, and more significant, change occurred in 1881: world politics lost its dominance and there was a steep rise in topics relating to anti-Semitism. We argue that computational analysis helps reveal the life cycles and changing dominance of the overarching themes in HaTzfira and identify the main internal and external networks and influences that shape the journalistic text.
AB - In this study we use computational tools to analyse the dynamic nature of the journalistic discourse as reflected in one decade (1874-83) of one Eastern European Hebrew weekly - HaTzfira. To identify latent themes in HaTzfira's discourse we apply algorithmic topic-modelling analysis to an upgraded optical character recognition of this periodical. The analysis demonstrates two turning points in the history of HaTzfira's discourse. The first, in the mid-1870s, reflected a shifting of balance from scientific topics to topics related to world politics. The second, and more significant, change occurred in 1881: world politics lost its dominance and there was a steep rise in topics relating to anti-Semitism. We argue that computational analysis helps reveal the life cycles and changing dominance of the overarching themes in HaTzfira and identify the main internal and external networks and influences that shape the journalistic text.
UR - http://www.scopus.com/inward/record.url?scp=85117263636&partnerID=8YFLogxK
U2 - 10.18647/3508/jjs-2021
DO - 10.18647/3508/jjs-2021
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AN - SCOPUS:85117263636
SN - 0022-2097
VL - 72
SP - 369
EP - 396
JO - Journal of Jewish Studies
JF - Journal of Jewish Studies
IS - 2
ER -