Online Social Space Identification. A Computational Tool for Optimizing Social Recommendations

被引:0
|
作者
Zoppis, Italo [1 ]
Trentini, Andrea [2 ]
Manzoni, Sara [1 ]
Micucci, Daniela [1 ]
Mauri, Giancarlo [1 ]
Pietrabissa, Giada [3 ,4 ]
Castelnuovo, Gianluca [3 ,4 ]
机构
[1] Univ Milano Bicocca, Dept Informat Syst & Commun, I-20126 Milan, Italy
[2] Univ Milan, Dept Comp Sci, I-20133 Milan, Italy
[3] Catholic Univ Milan, Dept Psychol, I-20123 Milan, Italy
[4] San Giuseppe Hosp, Ist Auxol Italiano IRCCS, Psychol Res Lab, I-28824 Verbania, Italy
来源
APPLIED SCIENCES-BASEL | 2020年 / 10卷 / 09期
关键词
social information optimization; community identification; graphs; heuristic approximation; INFORMATION; NETWORKS; REQUIREMENTS; ALGORITHMS; TRUST;
D O I
10.3390/app10093024
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Conscious and functional use of online social spaces can support the elderly with mind cognitive impairment (MCI) in their daily routine, not only for systematic monitoring, but to achieve effective targeted engagement. In this sense, although social involvement can be obtained when elder's experiences, interests, and goals are shared and accepted by the community, an important subsistence for aging depends on the compelling information, users' co-operation, and resource reliability. Unfortunately, applications aimed at optimizing the information content and the reliability of online users are still missing. Within the SystEm of Nudge theory-based ICT applications for OldeR citizens (SENIOR) project, an advanced social platform will be created in which the elderly with MCI will be involved in "optimized" social communities, where suggestions for general well-being will be recognized as useful by users and shared by care providers. We report the results of our study addressing this issue from a theoretical perspective: we propose a computational problem and a heuristic solution where "expert users" can engage and support the elderly by suggesting available services and facilities for their conditions. The numerical experiments on synthetic data are of interest when considering large communities, which is the most natural situation for online social spaces.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Social action and identification. For a diaconal theology.
    Lienhard, F
    [J]. ETUDES THEOLOGIQUES ET RELIGIEUSES, 2005, 80 (01): : 142 - 143
  • [2] MAN IN SPACE - A TOOL AND PROGRAM FOR THE STUDY OF SOCIAL CHANGE - SUMMARY AND RECOMMENDATIONS
    MEAD, M
    MICHAEL, DN
    [J]. ANNALS OF THE NEW YORK ACADEMY OF SCIENCES, 1958, 72 (04) : 212 - 213
  • [3] Friendship Recommendations in Online Social Networks
    Carullo, Giuliana
    Castiglione, Aniello
    De Santis, Alfredo
    [J]. 2014 INTERNATIONAL CONFERENCE ON INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS (INCOS), 2014, : 42 - 48
  • [4] Online Experiments for Computational Social Science
    Bakshy, Eytan
    Taylor, Sean J.
    [J]. WWW'15 COMPANION: PROCEEDINGS OF THE 24TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB, 2015, : 1543 - 1543
  • [5] The modification of social space as a tool for lowering social stress
    Stark, Oded
    [J]. ECONOMICS & HUMAN BIOLOGY, 2024, 53
  • [6] Exploiting social capital for improving personalized recommendations in online social networks
    de Souza, Paulo Roberto
    Durao, Frederico Araujo
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2024, 246
  • [7] Investigating online social media users' behaviors for social commerce recommendations
    Liao, Shu-Hsien
    Widowati, Retno
    Hsieh, Yu-Chieh
    [J]. TECHNOLOGY IN SOCIETY, 2021, 66
  • [8] Optimizing Online Social Networks for Information Propagation
    Chen, Duan-Bing
    Wang, Guan-Nan
    Zeng, An
    Fu, Yan
    Zhang, Yi-Cheng
    [J]. PLOS ONE, 2014, 9 (05):
  • [9] Optimizing Display Advertising in Online Social Networks
    Abbassi, Zeinab
    Bhaskara, Aditya
    Misra, Vishal
    [J]. PROCEEDINGS OF THE 24TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB (WWW 2015), 2015, : 1 - 11
  • [10] Practical Recommendations on Crawling Online Social Networks
    Gjoka, Minas
    Kurant, Maciej
    Butts, Carter T.
    Markopoulou, Athina
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2011, 29 (09) : 1872 - 1892