Literature fingerprinting: A new method for visual literary analysis

被引:60
|
作者
Keim, Daniel A. [1 ]
Oelkef, Daniela [1 ]
机构
[1] Univ Konstanz, D-7750 Constance, Germany
关键词
visual literature analysis; visual analytics; literature fingerprinting;
D O I
10.1109/VAST.2007.4389004
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In computer-based literary analysis different types of features are used to characterize a text. Usually, only a single feature value or vector is calculated for the whole text. In this paper, we combine automatic literature analysis methods with an effective visualization technique to analyze the behavior of the feature values across the text. For an interactive visual analysis, we calculate a sequence of feature values per text and present them to the user as a characteristic fingerprint. The feature values may be calculated on different hierarchy levels, allowing the analysis to be done on different resolution levels. A case study shows several successful applications of our new method to known literature problems and demonstrates the advantage of our new visual literature fingerprinting.
引用
收藏
页码:115 / 122
页数:8
相关论文
共 50 条
  • [21] A NEW ENVIRONMENT FOR LITERARY ANALYSIS
    SMITH, JB
    PERSPECTIVES IN COMPUTING, 1984, 4 (2-3): : 20 - 31
  • [22] A Robust Audio Fingerprinting Using a New Hashing Method
    Son, Heui-Su
    Byun, Sung-Woo
    Lee, Seok-Pil
    IEEE ACCESS, 2020, 8 (08): : 172343 - 172351
  • [23] Literary Forensics: Fingerprinting the Literary Dialects of Three Works of Plantation Fiction
    Leigh, Philip
    TEXAS STUDIES IN LITERATURE AND LANGUAGE, 2012, 54 (03) : 357 - 380
  • [24] HAITIAN-CANADIAN LITERATURE, IS IT A NEW LITERARY FRONT
    DORSINVILLE, M
    CANADIAN REVIEW OF COMPARATIVE LITERATURE-REVUE CANADIENNE DE LITTERATURE COMPAREE, 1989, 16 (3-4): : 728 - 736
  • [25] Literary world. Prolegomena to a new world literature
    Lescun, Francois
    EUROPE-REVUE LITTERAIRE MENSUELLE, 2023, (1125) : 338 - 339
  • [26] LITERATURE AND LITERARY-LIFE IN THE NEW REPUBLIC OF POLAND
    LAM, A
    ZEITSCHRIFT FUR SLAWISTIK, 1992, 37 (03): : 390 - 396
  • [27] World Literature and Literary Value: Is "Global" The New "Lowbrow?"
    Watroba, Karolina
    CAMBRIDGE JOURNAL OF POSTCOLONIAL LITERARY INQUIRY, 2018, 5 (01) : 53 - 68
  • [28] LITERATURE AND SCIENCE, TOWARDS A NEW LITERARY-HISTORY
    SHAFFER, ES
    UNIVERSITY OF HARTFORD STUDIES IN LITERATURE, 1987, 19 (01): : 37 - 52
  • [29] Ethical Literary Criticism: A New Approach to Literature Studies
    Yang Gexin
    FORUM FOR WORLD LITERATURE STUDIES, 2014, 6 (02): : 335 - 339
  • [30] A new method for fingerprinting sediment source contributions using distances from discriminant function analysis
    Liu, Bing
    Storm, Daniel E.
    Zhang, Xunchang. J.
    Cao, Wenhong
    Duan, Xingwu
    CATENA, 2016, 147 : 32 - 39