Extensions for CommonGIS to enable visual data mining in context-aware systems

被引:0
|
作者
Pirttikangas, Susanna [1 ]
Riekki, Jukka [1 ]
Hietajarvi, Jaakko [1 ]
机构
[1] Oulu Univ, Dept Elect & Informat Engn, Intelligent Syst Grp, FIN-90014 Oulu, Finland
关键词
ubiquitous computing; GIS; routine learning;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An extension and functionalities for CommonGIS were implemented. The tool was tested during the development work of two different context-aware systems. Two data sets were collected, both containing location data of several users or entities and various events attached to these entities. Different techniques for subsetting the data sets for a more illustrative visualization were derived. The results are shown on a user interface. The tool revealed important information from both data sets, and it can be utilized in the designing phase of acontext-aware system as well as in the exploitation of the benefits of the system and in user studies. The tool performs well regardless of the diversity of the events in different data sets.
引用
收藏
页码:340 / +
页数:3
相关论文
共 50 条
  • [31] Context-Aware Recommender Systems
    Adomavicius, Gediminas
    Mobasher, Bamshad
    Ricci, Francesco
    Tuzhilin, Alex
    AI MAGAZINE, 2011, 32 (03) : 67 - 80
  • [32] Context-Aware Systems and Applications
    Emil Vassev
    Son Vuong
    Mobile Networks and Applications, 2014, 19 : 210 - 211
  • [33] On the consistency of context-aware systems
    Limon, Yensen
    Barcenas, Everardo
    Benitez-Guerrero, Edgard
    Molero, Guillermo
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 34 (05) : 3373 - 3383
  • [34] Distributed context-aware systems
    Benerecetti, M
    Bouquet, P
    Bonifacio, M
    HUMAN-COMPUTER INTERACTION, 2001, 16 (2-4): : 213 - 228
  • [35] Context-Aware Systems and Applications
    Vassev, Emil
    Vuong, Son
    MOBILE NETWORKS & APPLICATIONS, 2014, 19 (02): : 210 - 211
  • [36] A survey on context-aware systems
    Baldauf, Matthias
    Dustdar, Schahram
    Rosenberg, Florian
    INTERNATIONAL JOURNAL OF AD HOC AND UBIQUITOUS COMPUTING, 2007, 2 (04) : 263 - 277
  • [37] Context-aware Recommender Systems
    Verbert, Katrien
    Duval, Erik
    Lindstaedt, Stefanie N.
    Gillet, Denis
    JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2010, 16 (16) : 2175 - 2178
  • [38] A context-aware data mining process model based framework for supporting evaluation of data mining results
    Osei-Bryson, Kweku-Muata
    EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (01) : 1156 - 1164
  • [39] Context-Aware Data Mining vs Classical Data Mining: Case Study on Predicting Soil Moisture
    Avram, Anca
    Matei, Oliviu
    Pintea, Camelia-M
    Pop, Petrica C.
    Anton, Carmen Ana
    14TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING MODELS IN INDUSTRIAL AND ENVIRONMENTAL APPLICATIONS (SOCO 2019), 2020, 950 : 199 - 208
  • [40] Scalable Context-Aware Role Mining with MapReduce
    Yu, Zhiwei
    Wong, Raymond K.
    Chi, Chi-Hung
    2013 IEEE INTERNATIONAL CONFERENCE ON BIG DATA, 2013,