Character Networks and Book Genre Classification

نویسندگان

  • Adriano J. Holanda
  • Mariane Matias
  • Sueli M. S. P. Ferreira
  • Gisele M. L. Benevides
  • Osame Kinouchi
چکیده

We compare the social character networks of biographical, legendary and fictional texts, in search of statistical marks of historical information. We examine the frequency of character appearance and find a Zipf Law that does not depend on the literary genera and historical content. We also examine global and local complex networks indexes, in particular, correlation plots between the recently introduced Lobby (or Hirsh H(1)) index and Degree, Betweenness and Closeness centralities. We also found no relevant differences in the books for these network indexes. We discovered, however, that a very simple index based in the Hapax Legomena phenomenon (names cited a single time along the text) that seems to have the potential of separating pure fiction from legendary and biographical texts.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Deep Image Features in Music Information Retrieval

Applications of Convolutional Neural Networks (CNNs) to various problems have been the subject of a number of recent studies ranging from image classification and object detection to scene parsing, segmentation 3D volumetric images and action recognition in videos. CNNs are able to learn input data representation, instead of using fixed engineered features. In this study, the image model traine...

متن کامل

Genre Analysis and Genre-mixing Across Various Realizations of Academic Book Introductions in Applied Linguistics

Motivated by the need to explore the introductory sections of textbooks, the present study attempted to scrutinize three realizations of academic introductions, namely, Preface, Introduction, and Foreword in terms of their functions and potential generic structures in light of Swales’s (1990) views of genre. Moreover, the study aimed to investigate genre-mixing as an interdiscursivity element a...

متن کامل

Literary Genre and Hermeneutics of the Apocalypse

A relatively new field of specialized NT study is a careful examination of the literary genre or style of different books. Revelation has often been classified as a kind of literature called "apocalyptic," but the category of "prophetic" is probably a better classification for the book. The book calls itself a prophecy. If the genre were primarily apocalyptic, this might constitute a basis for ...

متن کامل

Study on Genre and its Role in Discourse Information Processing

The owners of social networks and researchers who are interested in text information processing recognize and use genre to identify network resource and participating in mutually understood communicative acts. Many studies have shown that, the genre can improve the ability to access resource in the information pool, such as music and book community. Some linguists describe genre as a distinctiv...

متن کامل

Neural Network Based Recognition System Integrating Feature Extraction and Classification for English Handwritten

Handwriting recognition has been one of the active and challenging research areas in the field of image processing and pattern recognition. It has numerous applications that includes, reading aid for blind, bank cheques and conversion of any hand written document into structural text form. Neural Network (NN) with its inherent learning ability offers promising solutions for handwritten characte...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:
  • CoRR

دوره abs/1704.08197  شماره 

صفحات  -

تاریخ انتشار 2017