Pub Date : 2024-08-13DOI: 10.1080/19312458.2024.2388098
Sami Nenno
Named Entity Recognition (NER) is a supervised machine learning task that finds various applications in automated content analysis, as the identification of entities is vital for understanding publ...
{"title":"Bootstrapping public entities. Domain-specific NER for public speakers","authors":"Sami Nenno","doi":"10.1080/19312458.2024.2388098","DOIUrl":"https://doi.org/10.1080/19312458.2024.2388098","url":null,"abstract":"Named Entity Recognition (NER) is a supervised machine learning task that finds various applications in automated content analysis, as the identification of entities is vital for understanding publ...","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":null,"pages":null},"PeriodicalIF":11.4,"publicationDate":"2024-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142118029","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-29DOI: 10.1080/19312458.2024.2378690
Moritz Laurer, Wouter van Atteveldt, Andreu Casas, Kasper Welbers
Language models like BERT or GPT are becoming increasingly popular measurement tools, but are the measurements they produce valid? Literature suggests that there is still a relevant gap between the...
{"title":"On Measurement Validity and Language Models: Increasing Validity and Decreasing Bias with Instructions","authors":"Moritz Laurer, Wouter van Atteveldt, Andreu Casas, Kasper Welbers","doi":"10.1080/19312458.2024.2378690","DOIUrl":"https://doi.org/10.1080/19312458.2024.2378690","url":null,"abstract":"Language models like BERT or GPT are becoming increasingly popular measurement tools, but are the measurements they produce valid? Literature suggests that there is still a relevant gap between the...","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":null,"pages":null},"PeriodicalIF":11.4,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141880135","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Search engines play a crucial role in today’s information environment. Yet, political and news-related (PNR) search engine use remains understudied, mainly due to the lack of suitable measurement m...
{"title":"Googling Politics? Comparing Five Computational Methods to Identify Political and News-related Searches from Web Browser Histories","authors":"Marieke van Hoof, Damian Trilling, Corine Meppelink, Judith Möller, Felicia Loecherbach","doi":"10.1080/19312458.2024.2363776","DOIUrl":"https://doi.org/10.1080/19312458.2024.2363776","url":null,"abstract":"Search engines play a crucial role in today’s information environment. Yet, political and news-related (PNR) search engine use remains understudied, mainly due to the lack of suitable measurement m...","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":null,"pages":null},"PeriodicalIF":11.4,"publicationDate":"2024-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141425598","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-04DOI: 10.1080/19312458.2024.2349987
Daniel J. O’Keefe
{"title":"Message-level Claims Require Message-level Data Analyses: Aligning Claims and Evidence in Communication Research","authors":"Daniel J. O’Keefe","doi":"10.1080/19312458.2024.2349987","DOIUrl":"https://doi.org/10.1080/19312458.2024.2349987","url":null,"abstract":"","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":null,"pages":null},"PeriodicalIF":11.4,"publicationDate":"2024-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141014539","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-19DOI: 10.1080/19312458.2024.2324789
Paul Balluff, Hajo G. Boomgaarden, Annie Waldherr
Named Entity Recognition (NER) is a crucial task in natural language processing and has a wide range of applications in communication science. However, there is a lack of systematic evaluations of ...
命名实体识别（NER）是自然语言处理中的一项重要任务，在通信科学中有着广泛的应用。然而，目前还缺乏对 NER 的系统评估。
{"title":"Automatically Finding Actors in Texts: A Performance Review of Multilingual Named Entity Recognition Tools","authors":"Paul Balluff, Hajo G. Boomgaarden, Annie Waldherr","doi":"10.1080/19312458.2024.2324789","DOIUrl":"https://doi.org/10.1080/19312458.2024.2324789","url":null,"abstract":"Named Entity Recognition (NER) is a crucial task in natural language processing and has a wide range of applications in communication science. However, there is a lack of systematic evaluations of ...","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":null,"pages":null},"PeriodicalIF":11.4,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140165084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-02-20DOI: 10.1080/19312458.2024.2308369
Lijiang Shen, Ye Sun, Pascal Jürgens, Baohua Zhou, Marko Bachl
Published in Communication Methods and Measures (Vol. 18, No. 1, 2024)
发表于《传播方法与措施》（第 18 卷第 1 期，2024 年）
{"title":"Taking communication science and research methodology seriously","authors":"Lijiang Shen, Ye Sun, Pascal Jürgens, Baohua Zhou, Marko Bachl","doi":"10.1080/19312458.2024.2308369","DOIUrl":"https://doi.org/10.1080/19312458.2024.2308369","url":null,"abstract":"Published in Communication Methods and Measures (Vol. 18, No. 1, 2024)","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":null,"pages":null},"PeriodicalIF":11.4,"publicationDate":"2024-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139909073","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-02-12DOI: 10.1080/19312458.2024.2302125
Tenko Raykov, George A. Marcoulides, Natalja Menold
This note intends to complement the recent discussion in Hayes and Coutts (2020) by focusing on (i) the loading equality condition for the population identity of coefficient alpha and reliability o...
本说明旨在对 Hayes 和 Coutts（2020 年）最近的讨论进行补充，重点是：(i) 系数α和信度的人口特征的载荷相等条件；(ii) 系数α和信度的人口特征的载荷相等条件；(iii) 系数α和信度的载荷相等条件。
{"title":"Coefficient alpha and reliability of communication science measurement scales: A note on Hayes and Coutts","authors":"Tenko Raykov, George A. Marcoulides, Natalja Menold","doi":"10.1080/19312458.2024.2302125","DOIUrl":"https://doi.org/10.1080/19312458.2024.2302125","url":null,"abstract":"This note intends to complement the recent discussion in Hayes and Coutts (2020) by focusing on (i) the loading equality condition for the population identity of coefficient alpha and reliability o...","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":null,"pages":null},"PeriodicalIF":11.4,"publicationDate":"2024-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139745439","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-29DOI: 10.1080/19312458.2024.2302120
Petro Tolochko, Paul Balluff, Jana Bernhard, Sebastian Galyga, Noëlle S. Lebernegg, Hajo G. Boomgaarden
Topic Modelling has established itself as one of the major text-as-data methodologies within the social sciences in general, and in communications science, in particular. The core strength of TM ap...
{"title":"What’s in a name? The effect of named entities on topic modelling interpretability","authors":"Petro Tolochko, Paul Balluff, Jana Bernhard, Sebastian Galyga, Noëlle S. Lebernegg, Hajo G. Boomgaarden","doi":"10.1080/19312458.2024.2302120","DOIUrl":"https://doi.org/10.1080/19312458.2024.2302120","url":null,"abstract":"Topic Modelling has established itself as one of the major text-as-data methodologies within the social sciences in general, and in communications science, in particular. The core strength of TM ap...","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":null,"pages":null},"PeriodicalIF":11.4,"publicationDate":"2024-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139676971","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-16DOI: 10.1080/19312458.2023.2293713
Nathan TeBlunthuis, Valerie Hase, Chung-Hong Chan
Automated classifiers (ACs), often built via supervised machine learning (SML), can categorize large, statistically powerful samples of data ranging from text to images and video. They have become ...
{"title":"Misclassification in Automated Content Analysis Causes Bias in Regression. Can We Fix It? Yes We Can!","authors":"Nathan TeBlunthuis, Valerie Hase, Chung-Hong Chan","doi":"10.1080/19312458.2023.2293713","DOIUrl":"https://doi.org/10.1080/19312458.2023.2293713","url":null,"abstract":"Automated classifiers (ACs), often built via supervised machine learning (SML), can categorize large, statistically powerful samples of data ranging from text to images and video. They have become ...","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":null,"pages":null},"PeriodicalIF":11.4,"publicationDate":"2024-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139489778","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-12-07DOI: 10.1080/19312458.2023.2285783
Maximilian Overbeck, Christian Baden, Tali Aharoni, Eedan Amit-Danhi, Keren Tenenboim-Weinblatt
In this paper, we propose a new strategy for classifying evaluations in large text corpora, using supervised machine learning (SML). Departing from a conceptual and methodological critique of the u...
{"title":"Beyond sentiment: an algorithmic strategy for identifying evaluations within large text corpora","authors":"Maximilian Overbeck, Christian Baden, Tali Aharoni, Eedan Amit-Danhi, Keren Tenenboim-Weinblatt","doi":"10.1080/19312458.2023.2285783","DOIUrl":"https://doi.org/10.1080/19312458.2023.2285783","url":null,"abstract":"In this paper, we propose a new strategy for classifying evaluations in large text corpora, using supervised machine learning (SML). Departing from a conceptual and methodological critique of the u...","PeriodicalId":47552,"journal":{"name":"Communication Methods and Measures","volume":null,"pages":null},"PeriodicalIF":11.4,"publicationDate":"2023-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138565235","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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