Research output: Contribution to journal › Article
Urban Data Querying: The City of Petrozavodsk Waste Problem. / Ianiuk, Olga; Novikov, Boris.
In: Frontiers in Artificial Intelligence and Applications, Vol. 270, 2014, p. 303 - 314.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Urban Data Querying: The City of Petrozavodsk Waste Problem
AU - Ianiuk, Olga
AU - Novikov, Boris
PY - 2014
Y1 - 2014
N2 - Urban data mining is a promising tool for understanding complicated city systems. Indeed, data in urban spaces acquired from sensors and the web provides insights which, when used correctly, help city operation and development. Hopefully, it must improve the quality of citizens' life drastically in the present and future. However, data specifics involve particular difficulties in data management which results in its limited usage among specialists. Development and enhancement of techniques and tools that is used for data operation while tackling real urban challenges allow one both gain wider acceptance of such methods and increase impact of decisions made. In this paper, an approach treating a certain declarative query language for management data on municipal solid waste is introduced. The information system high-level design issues implied by the urban data querying paradigm are proposed. A case study is conducted in Petrozavodsk, Republic of Karelia, Russia, aiming to make the process of introduction of
AB - Urban data mining is a promising tool for understanding complicated city systems. Indeed, data in urban spaces acquired from sensors and the web provides insights which, when used correctly, help city operation and development. Hopefully, it must improve the quality of citizens' life drastically in the present and future. However, data specifics involve particular difficulties in data management which results in its limited usage among specialists. Development and enhancement of techniques and tools that is used for data operation while tackling real urban challenges allow one both gain wider acceptance of such methods and increase impact of decisions made. In this paper, an approach treating a certain declarative query language for management data on municipal solid waste is introduced. The information system high-level design issues implied by the urban data querying paradigm are proposed. A case study is conducted in Petrozavodsk, Republic of Karelia, Russia, aiming to make the process of introduction of
KW - urban data management
KW - analytical system
KW - declarative query language
KW - waste management system
KW - Petrozavodsk
U2 - 10.3233/978-1-61499-458-9-303
DO - 10.3233/978-1-61499-458-9-303
M3 - статья
VL - 270
SP - 303
EP - 314
JO - Frontiers in Artificial Intelligence and Applications
JF - Frontiers in Artificial Intelligence and Applications
SN - 0922-6389
ER -
ID: 5742641