Opinions Analysis in Social Networks for Cultural Heritage Applications

被引:2
|
作者
Amato, Flora [1 ]
Cozzolino, Giovanni [1 ]
Di Martino, Sergio [1 ]
Mazzeo, Antonino [1 ]
Moscato, Vincenzo [1 ]
Picariello, Antonio [1 ]
Romano, Sara [1 ,2 ]
Sperli, Giancarlo [1 ]
机构
[1] Univ Naples Federico II, DIETI Dept Elect Engn & Informat Technol, Naples, Italy
[2] Complesso Univ Monte St Angelo, CeRICT Scrl Ctr Reg Informat Commun Technol, Naples, Italy
关键词
D O I
10.1007/978-3-319-39345-2_51
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Social media provide a great amount of valuable information in the form of messages posted by users. Information extracted from posts can be considered like features giving insights about the preferences of users towards certain events. These features can be used to generate recommendations looking forward for upcoming events they might find interesting. In this work we present system for opinion analysis from tweets and recommendation of cultural heritage events. At this aim, we detect the events of interest from Tweets and propose a methodology for associating a sentiment degree with a tweet using NLP techniques.
引用
收藏
页码:577 / 586
页数:10
相关论文
共 50 条
  • [1] AN OVERVIEW ON ROBOTIC APPLICATIONS FOR CULTURAL HERITAGE AND BUILT CULTURAL HERITAGE
    Gallozzi, Arturo
    Senatore, Luca J.
    Strollo, Rodolfo M.
    SCIRES-IT-SCIENTIFIC RESEARCH AND INFORMATION TECHNOLOGY, 2019, 9 (02): : 47 - 56
  • [2] Learning Opinions in Social Networks
    Conitzer, Vincent
    Panigrahi, Debmalya
    Zhang, Hanrui
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 119, 2020, 119
  • [3] Learning Opinions in Social Networks
    Conitzer, Vincent
    Panigrahi, Debmalya
    Zhang, Hanrui
    25TH AMERICAS CONFERENCE ON INFORMATION SYSTEMS (AMCIS 2019), 2019,
  • [4] DEEP CONVOLUTIONAL NEURAL NETWORKS FOR SENTIMENT ANALYSIS OF CULTURAL HERITAGE
    Paolanti, M.
    Pierdicca, R.
    Martini, M.
    Felicetti, A.
    Malinverni, E. S.
    Frontoni, E.
    Zingaretti, P.
    27TH CIPA INTERNATIONAL SYMPOSIUM: DOCUMENTING THE PAST FOR A BETTER FUTURE, 2019, 42-2 (W15): : 871 - 878
  • [5] Segmentation of Change in Surface Geometry Analysis for Cultural Heritage Applications
    Saha, Sunita
    Martusewicz, Jacek
    Streeton, Noelle L. W.
    Sitnik, Robert
    SENSORS, 2021, 21 (14)
  • [6] Cultural heritage protection as a function of the forest in the opinions of adult Poles
    Janeczko, Emilia
    Banas, Jan
    Woznicka, Malgorzata
    Zieba, Stanislaw
    Utnik-Banas, Katarzyna
    Janeczko, Krzysztof
    SYLWAN, 2023, 167 (11): : 721 - 733
  • [7] Digital applications for cultural and heritage institutions
    Srisa-and, Surithong
    ONLINE INFORMATION REVIEW, 2006, 30 (06) : 746 - 748
  • [8] Haptics technologies and cultural heritage applications
    Bergamasco, M
    Frisoli, A
    Barbagli, F
    CA 2002: PROCEEDINGS OF THE COMPUTER ANIMATION 2002, 2002, : 25 - 32
  • [9] Applications of microanalysis in the cultural heritage field
    Ineke Joosten
    Microchimica Acta, 2008, 161 : 295 - 299
  • [10] The limits of colorimetry in cultural heritage applications
    Plutino, Alice
    Simone, Gabriele
    COLORATION TECHNOLOGY, 2021, 137 (01) : 56 - 63