MACHINE AUTHORSHIP IN SITU Effect of news organization and news genre on news credibility

被引:48
作者
Liu, Bingjie [1 ]
Wei, Lewen [1 ]
机构
[1] Penn State Univ, Donald P Bellisario Coll Commun, University Pk, PA 16802 USA
关键词
automated journalism; credibility; interpretive news; machine heuristic; mind perception; news organization; EXPECTANCY VIOLATIONS; THEORY PERSPECTIVE; MEDIA; PERCEPTIONS; ONLINE; VALIDATION; CONSTRUCTION; ELABORATION; INFORMATION; INVOLVEMENT;
D O I
10.1080/21670811.2018.1510740
中图分类号
G2 [信息与知识传播];
学科分类号
05 ; 0503 ;
摘要
News-writing bots have been applied in news production. However, findings remain equivocal about how machine authorship is received by readers. To understand the inconsistency in past findings, this study conducted a 2 (purported writer: human vs. machine) x 2 (news organization: the New York Times vs. Fox News) x 2 (news type: spot news vs. interpretive news) between-subjects online experiment (N=355) to examine how the identity of news writers, human vs. machine, would impact the processing and evaluation of the news writer and the news as context varies. Findings suggest that machine-written news induced less emotional involvement and was perceived as more objective. However, machine writer was perceived as of less expertise compared with its human counterpart. On the selected issues (Obamacare, LGBT rights, and refugee admission), news purported to be released by Fox News was less trusted by the participants than the New York Times. For a media organization whose news was more trusted, utilizing news-writing bots enhanced perceived news objectivity. Otherwise, employing bots further reduced perception of the writer's trustworthiness and expertise. Furthermore, machine authorship enhanced perceived news credibility more prominently when writing a genre that demanded more information processing. Theoretical and practical implications are discussed.
引用
收藏
页码:635 / 657
页数:23
相关论文
共 69 条
[1]  
[Anonymous], JOURNALISM
[2]  
[Anonymous], 2016, INT ENCY INTERPERSON, DOI DOI 10.1002/9781118540190.WBEIC0102
[3]  
[Anonymous], 2016, ID PLAC EACH SOURC A
[4]  
[Anonymous], 2014, P COMP JOURN C
[5]  
[Anonymous], 2013, RECHERCHES COMMUNICA
[6]  
[Anonymous], 58 ANN C INT COMM AS
[7]  
[Anonymous], 1984, SOCIAL COGNITION REA
[8]  
[Anonymous], 98 ANN C ASS ED JOUR
[9]  
[Anonymous], 2015 HUM COMP INT CO
[10]  
[Anonymous], ACCEPTANCE SMART TEC