Nationalism in Local Media During International Conflict: Text Mining Domestic News Reports of the China–Philippines Maritime Dispute

Using the lens of positioning theory and a mixed methods strategy, we investigate domestic media’s production of nationalism during an international conflict. Philippine and Chinese news accounts of the Scarborough Shoal conflict are text mined by RapidMiner software. With almost 100% accuracy, math...

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Main Authors: Montiel, Cristina Jayme, Salvador, Alma Maria O, See, Daisy C, De Leon, Marlene
Format: text
Published: Archīum Ateneo 2014
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Online Access:https://archium.ateneo.edu/polsci-faculty-pubs/18
https://journals.sagepub.com/doi/abs/10.1177/0261927X14542435?casa_token=djT_ApInLkMAAAAA%3A0qFmwvJyA7MtNWlkCJiyz9ONmNXPSTlxnTH_oXSTs-Fy4KViCMP1jY_komUjHUZnhCiBuvpe4coxDw&journalCode=jlsa
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spelling ph-ateneo-arc.polsci-faculty-pubs-10172020-07-09T06:43:36Z Nationalism in Local Media During International Conflict: Text Mining Domestic News Reports of the China–Philippines Maritime Dispute Montiel, Cristina Jayme Salvador, Alma Maria O See, Daisy C De Leon, Marlene Using the lens of positioning theory and a mixed methods strategy, we investigate domestic media’s production of nationalism during an international conflict. Philippine and Chinese news accounts of the Scarborough Shoal conflict are text mined by RapidMiner software. With almost 100% accuracy, mathematical models successfully classify sets-of-words that belong to each domestic newspaper. Principal components analyses show that Philippine Daily Inquirer reports revolve around words related to local fishing and livelihoods. News accounts in China’s People’s Daily uphold national sovereignty. A complementary qualitative analysis of the news reports gives our mathematically derived themes more meaning. Philippine maritime claims cite recent Philippine history and international law. China’s story references lost sovereignty and ancient rather than recent history. Positioning analysis demonstrates how each newspaper claims its own country owns Scarborough Shoal and is the victim of the other country. Our findings show how two contradictory and nationalistic versions of an international conflict may be linguistically constructed by domestic media. Our research also highlights the illuminative power of positioning theory in the field of international relations and media analysis. 2014-07-07T07:00:00Z text https://archium.ateneo.edu/polsci-faculty-pubs/18 https://journals.sagepub.com/doi/abs/10.1177/0261927X14542435?casa_token=djT_ApInLkMAAAAA%3A0qFmwvJyA7MtNWlkCJiyz9ONmNXPSTlxnTH_oXSTs-Fy4KViCMP1jY_komUjHUZnhCiBuvpe4coxDw&journalCode=jlsa Political Science Department Faculty Publications Archīum Ateneo nationalism media discourse positioning theory text mining China Philippines maritime conflict International Relations Political Science
institution Ateneo De Manila University
building Ateneo De Manila University Library
continent Asia
country Philippines
Philippines
content_provider Ateneo De Manila University Library
collection archium.Ateneo Institutional Repository
topic nationalism
media discourse
positioning theory
text mining
China
Philippines
maritime conflict
International Relations
Political Science
spellingShingle nationalism
media discourse
positioning theory
text mining
China
Philippines
maritime conflict
International Relations
Political Science
Montiel, Cristina Jayme
Salvador, Alma Maria O
See, Daisy C
De Leon, Marlene
Nationalism in Local Media During International Conflict: Text Mining Domestic News Reports of the China–Philippines Maritime Dispute
description Using the lens of positioning theory and a mixed methods strategy, we investigate domestic media’s production of nationalism during an international conflict. Philippine and Chinese news accounts of the Scarborough Shoal conflict are text mined by RapidMiner software. With almost 100% accuracy, mathematical models successfully classify sets-of-words that belong to each domestic newspaper. Principal components analyses show that Philippine Daily Inquirer reports revolve around words related to local fishing and livelihoods. News accounts in China’s People’s Daily uphold national sovereignty. A complementary qualitative analysis of the news reports gives our mathematically derived themes more meaning. Philippine maritime claims cite recent Philippine history and international law. China’s story references lost sovereignty and ancient rather than recent history. Positioning analysis demonstrates how each newspaper claims its own country owns Scarborough Shoal and is the victim of the other country. Our findings show how two contradictory and nationalistic versions of an international conflict may be linguistically constructed by domestic media. Our research also highlights the illuminative power of positioning theory in the field of international relations and media analysis.
format text
author Montiel, Cristina Jayme
Salvador, Alma Maria O
See, Daisy C
De Leon, Marlene
author_facet Montiel, Cristina Jayme
Salvador, Alma Maria O
See, Daisy C
De Leon, Marlene
author_sort Montiel, Cristina Jayme
title Nationalism in Local Media During International Conflict: Text Mining Domestic News Reports of the China–Philippines Maritime Dispute
title_short Nationalism in Local Media During International Conflict: Text Mining Domestic News Reports of the China–Philippines Maritime Dispute
title_full Nationalism in Local Media During International Conflict: Text Mining Domestic News Reports of the China–Philippines Maritime Dispute
title_fullStr Nationalism in Local Media During International Conflict: Text Mining Domestic News Reports of the China–Philippines Maritime Dispute
title_full_unstemmed Nationalism in Local Media During International Conflict: Text Mining Domestic News Reports of the China–Philippines Maritime Dispute
title_sort nationalism in local media during international conflict: text mining domestic news reports of the china–philippines maritime dispute
publisher Archīum Ateneo
publishDate 2014
url https://archium.ateneo.edu/polsci-faculty-pubs/18
https://journals.sagepub.com/doi/abs/10.1177/0261927X14542435?casa_token=djT_ApInLkMAAAAA%3A0qFmwvJyA7MtNWlkCJiyz9ONmNXPSTlxnTH_oXSTs-Fy4KViCMP1jY_komUjHUZnhCiBuvpe4coxDw&journalCode=jlsa
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