TY - SER
KW - Adaptive knowledge management
KW - Enriched maps
KW - Geographic Information
KW - Multimedia contents
KW - Semantic tagging
KW - Topic classification
AU - M. Fugini
AU - J. Finocchi
AU - E. Rossi
AB - The paper illustrates the basic features of a framework where knowledge is associated to geographic maps, to link geographical elements with geo and temporal-referenced contents. Among the key features, multimedia contents management and adaptivity to different application contexts are the most relevant. We propose a mixed approach to classify stored contents that combines natural language processing, based on a machine learning technique, with a human expert intervention. A dynamically configured user navigation is thereafter based on the classified contents and supported by a domain-specific ontology. Sample envisioned application areas are history, material and immaterial cultural heritage, architecture and urban planning, business intelligence, health, or citizen journalism. We provide some examples in the contexts of cultural heritage and journalism, which we are currently using as a testbed.
DO - 10.1007/978-3-030-98012-2_14
LA - English
N1 - Journal Abbreviation: Lect. Notes Networks Syst. Pages: 185 Publication Title: Lect. Notes Networks Syst.
N2 - The paper illustrates the basic features of a framework where knowledge is associated to geographic maps, to link geographical elements with geo and temporal-referenced contents. Among the key features, multimedia contents management and adaptivity to different application contexts are the most relevant. We propose a mixed approach to classify stored contents that combines natural language processing, based on a machine learning technique, with a human expert intervention. A dynamically configured user navigation is thereafter based on the classified contents and supported by a domain-specific ontology. Sample envisioned application areas are history, material and immaterial cultural heritage, architecture and urban planning, business intelligence, health, or citizen journalism. We provide some examples in the contexts of cultural heritage and journalism, which we are currently using as a testbed.
PB - Springer Science and Business Media Deutschland GmbH
PY - 2022
SN - 23673370 (ISSN); 9783030980115 (ISBN)
TI - Semantic Adaptive Enrichment of Cartography for Intangible Cultural Heritage and Citizen Journalism
VL - 438 LNNS
ER -