CHIS: A big data infrastructure to manage digital cultural items

被引:19
|
作者
Castiglione, Aniello [1 ]
Colace, Francesco [2 ]
Moscato, Vincenzo [3 ]
Palmieri, Francesco [1 ]
机构
[1] Univ Salerno, Dipartimento Informat, Via Giovanni Paolo 2,132, I-84084 Fisciano, SA, Italy
[2] Univ Salerno, Dipartimento Ingn Ind, Via Giovanni Paolo 2,132, I-84084 Fisciano, SA, Italy
[3] Univ Naples Federico II, Dip Ingn Elettr & Tecnol Informaz, Via Claudio 21, I-80125 Naples, Italy
来源
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE | 2018年 / 86卷
关键词
Big data; Cultural heritage; Resource management; Big data analytics; SOA; NoSQL; SMART CITIES; ANALYTICS; SYSTEMS;
D O I
10.1016/j.future.2017.04.006
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, we describe CHIS (Cultural Heritage Information System), a big data infrastructure that can be used to query, browse, analyze and process digital contents related to cultural heritage from a set of heterogeneous and distributed repositories. CHIS is characterized by the following technical features: capability to gather information from distributed and heterogeneous data sources (e.g., Sensor Networks, Social Media Networks, Digital Libraries and Archives, Multimedia Collections, Web Data Services, etc.); advanced data management techniques and technologies; ability to provide useful and personalized data to users based on their preferences and context; advanced information retrieval facilities, data analytics and other utilities services, according to the SOA paradigm. By means of a set of ad-hoc APIs, and value-added data processing and analytics services, our system can support several applications: mobile multimedia guides for cultural environments, web portals to promote the cultural heritage of a given organization, multimedia recommender and storytelling systems and so on. We discuss the main ideas that characterize the system, showing its use for several applications. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:1134 / 1145
页数:12
相关论文
共 50 条
  • [1] The Digital Music Lab: A Big Data Infrastructure for Digital Musicology
    Abdallah, Samer
    Benetos, Emmanouil
    Gold, Nicolas
    Hargreaves, Steven
    Weyde, Tillman
    Wolff, Daniel
    ACM JOURNAL ON COMPUTING AND CULTURAL HERITAGE, 2017, 10 (01):
  • [2] A Data Analytics/Big Data Framework for Advanced Metering Infrastructure Data
    Guerrero-Prado, Jenniffer S.
    Alfonso-Morales, Wilfredo
    Caicedo-Bravo, Eduardo F.
    SENSORS, 2021, 21 (16)
  • [3] Digital Cultural Items in Space: The Impact of Contextual Information on Presenting Digital Cultural Items
    Ferraris, Christopher
    Davis, Tom
    Gatzidis, Christos
    Hargood, Charlie
    ACM JOURNAL ON COMPUTING AND CULTURAL HERITAGE, 2023, 16 (04):
  • [4] Big Data Infrastructure for Aviation Data Analytics
    Murugan, Anandavel
    Mylaraswamy, Dinkar
    Xu, Brian
    Dietrich, Paul
    2014 IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING IN EMERGING MARKETS (CCEM), 2014, : 87 - 92
  • [5] Leveraging Big Data Technology for the Development of Rural Cultural Tourism Infrastructure
    Li L.
    Computer-Aided Design and Applications, 2023, 20 (S15): : 130 - 144
  • [6] Big Data Meets Digital Cultural Heritage: Design and Implementation of SCRABS, A Smart Context-awaRe Browsing Assistant for Cultural EnvironmentS
    Amato, Flora
    Moscato, Vincenzo
    Picariello, Antonio
    Colace, Francesco
    De Santo, Massimo
    Schreiber, Fabio A.
    Tanca, Letizia
    ACM JOURNAL ON COMPUTING AND CULTURAL HERITAGE, 2017, 10 (01):
  • [7] A Review of Big Data Digital Forensic Analysis in Advanced Metering Infrastructure
    Ibrahim, Zul-Azri
    Rahim, Fiza Abdul
    Ismail, Roslan
    Abu Bakar, Asmidar
    ADVANCED SCIENCE LETTERS, 2018, 24 (03) : 1603 - 1607
  • [8] Architecting and Developing Big Data-Driven Innovation (DDI) in the Digital Economy
    Sultana, Saida
    Akter, Shahriar
    Kyriazis, Elias
    Wamba, Samuel Fosso
    JOURNAL OF GLOBAL INFORMATION MANAGEMENT, 2021, 29 (03) : 165 - 187
  • [9] Big Data Infrastructure: A Survey
    Salvador, Jaime
    Ruiz, Zoila
    Garcia-Rodriguez, Jose
    BIOMEDICAL APPLICATIONS BASED ON NATURAL AND ARTIFICIAL COMPUTING, PT II, 2017, 10338 : 249 - 258
  • [10] HOW TO MANAGE NEW PRODUCT DEVELOPMENT IN A BIG DATA ENVIRONMENT?
    Song, Xi
    Wang, Yuying
    Dong, Caiting
    Jia, Qining
    INTERNATIONAL JOURNAL OF INNOVATION MANAGEMENT, 2025, 29 (01N02)