[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
article

Dynamic FOAF management method for social networks in the social web environment

Published: 01 November 2013 Publication History

Abstract

Nowadays various researches have been conducted on the utilization of Friend-Of-A-Friend (FOAF) as the foundation of social network services. However, automatic update and dynamic management of FOAF for the social network services are difficult. Hereupon, we propose a novel method to overcome the above problems by applying FOAF and RDF Site Summary (RSS) to OnLine Analytical Processing (OLAP) system. The proposed method generates the OLAP cube by using the collected FOAF and RSS from the web, and then processes the generated OLAP cubes. The implemented result shows that foaf:interest of users has reached an average of 19 % increase in 4 weeks. In proportion to the increased foaf:interest change, the number of foaf:knows of users has grown to an average of 9 %. By using the suggested method, we can provide better services in coping up with the rapid change of user interests with the automatic application of FOAF.

References

[1]
Barabasi AL, Jeong H, Neda Z et al (2002) Evolution of the social network of scientific collaborations. Phys A, Stat Mech Appl 311(3---4):590---614
[2]
Li T, Yu F, Lin Y et al (2011) Trusted computing dynamic attestation using a static analysis based behaviour model. J Converg 2(1):61---68
[3]
Gonzalez JL, Marcelnez R (2011) Phoenix: fault-tolerant distributed web storage based on URLs. J Converg 2(1):79---86
[4]
Breslin J, Decker S (2007) The future of social networks on the Internet--the need for semantics. IEEE Internet Comput 11(6):86---90
[5]
Teraoka T (2012) Organization and exploration of heterogeneous personal data collected in daily life. Hum-centric Comput Inf Sci 2(1):1---15
[6]
FOAF project. http://www.foaf-project.org
[7]
Dumbill E (2002) Finding friends with XML and RDF. XML watch
[8]
Brickley D, Miller L (2003) FOAF vocabulary specification. Technical report
[9]
Herring SC, Scheidt LA, Bonus S et al (2004) Bridging the gap: a genre analysis of weblogs. In: Proc of the 37th annual Hawaii international conference, p 11
[10]
Mika P (2005) Flink: semantic web technology for the extraction and analysis of social networks. J Web Semant 3(2---3):211---223
[11]
Matsuo Y, Mori J, Hamasaki M et al (2007) POLYPHONET: an advanced social network extraction system from the web. J Web Semant 5(4):262---278
[12]
Culotta A, Bekkerman R, McCallum A (2004) Extracting social networks and contact information from email and the web
[13]
Paolillo JC, Mercure S, Wright E (2005) The social semantics of LiveJournal FOAF: structure and change from 2004 to 2005. In: Proc ISWC 2005, pp 69---80
[14]
RSS Specifications. http://www.rssboard.org/rss-specification
[15]
Gruhl D, Meredith DN, Pieper JH et al (2006) The web beyond popularity: a really simple system for web scale RSS. In: Proc 15th international conference on World Wide Web, pp 183---192
[16]
Golbeck J, Rothstein M (2008) Linking social networks on the web with foaf: a semantic web case study. In: Proc of the twenty-third AAAI conference on artificial intelligence, pp 1138---1143
[17]
Livejournal. http://livejournal.com
[18]
Facebook. http://facebook.com
[19]
Jukic N, Jukic B, Malliaris M (2008) Online analytical processing (OLAP) for decision support. In: Handbook on decision support systems 1, pp 259---276
[20]
Chaudhuri S, Dayal U (1997) An overview of data warehousing and OLAP technology. SIGMOD Rec 26(1):65---74
[21]
Inmon WH (2005) Building the data warehouse. Wiley, New York
[22]
Kumar R, Novak J, Tomkins A (2010) Structure and evolution of online social networks. In: Link mining: models, algorithms, and applications, pp 337---357
[23]
Aikebaier A, Enokido T, Takizawa M (2011) Trustworthy group making algorithm in distributed systems. Hum-centric Comput Inf Sci 1(6):1---15
[24]
Zhou L, Ding L, Finin T (2011) How is the semantic web evolving? A dynamic social network perspective. Comput Hum Behav 27(4):1294---1302
[25]
Yeung C, Liccardi I, Lu K et al (2009) Decentralization: the future of online social networking. School of Electronics and Computer Science, University of Southampton
[26]
Jung J, Euzenat J (2007) Towards semantic social networks. In: The semantic web: research and applications, pp 267---280
[27]
Mika P (2005) Social networks and the semantic web: the next challenge. IEEE Intell Syst 20(1):82---85
[28]
Mika P (2005) Ontologies are us: a unified model of social networks and semantics. In: Proc the semantic web--ISWC 2005, pp 522---536
[29]
Finin T, Ding L, Zhou L et al (2005) Social networking on the semantic web. Learn Organ 12(5):418---435
[30]
Szomszor M, Alani H, Cantador I et al (2008) Semantic modelling of user interests based on cross-folksonomy analysis. In: Proc the semantic web--ISWC 2008, pp 632---648
[31]
Chakrabarti S, Joshi MM, Punera K et al (2010) The structure of broad topics on the web, pp 251---262
[32]
Duong TH, Nguyen NT, Jo GS (2010) Constructing and mining a semantic-based academic social network. J Intell Fuzzy Syst 21(3):197---207
[33]
Jiawei H, Yongjian F, Wei W et al (1996) DMQL: a data mining query language for relational databases. In: SIGMOD96' workshops on research issues in data mining and knowledge discovery
[34]
FOAF me. http://foaf.me/index.php
[35]
Bortoli S, Stoermer H, Bouquet P et al (2007) Foaf-o-matic-solving the identity problem in the foaf network. In: Proc semantic web applications and perspectives (SWAP 2007), pp 130
[36]
Kruk SR (2004) FOAF-realm-control your friends' access to the resource. In: Proc FOAF workshop

Cited By

View all
  1. Dynamic FOAF management method for social networks in the social web environment

    Recommendations

    Comments

    Please enable JavaScript to view thecomments powered by Disqus.

    Information & Contributors

    Information

    Published In

    cover image The Journal of Supercomputing
    The Journal of Supercomputing  Volume 66, Issue 2
    November 2013
    500 pages

    Publisher

    Kluwer Academic Publishers

    United States

    Publication History

    Published: 01 November 2013

    Author Tags

    1. FOAF
    2. OLAP
    3. RSS
    4. Social network

    Qualifiers

    • Article

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)0
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 05 Jan 2025

    Other Metrics

    Citations

    Cited By

    View all
    • (2022)Research on Knowledge Management of Intangible Cultural Heritage Based on Linked DataMobile Information Systems10.1155/2022/33843912022Online publication date: 1-Jan-2022
    • (2017)Adapting the TopLeaders algorithm for dynamic social networksThe Journal of Supercomputing10.1007/s11227-017-2063-176:10(7883-7905)Online publication date: 12-May-2017
    • (2016)Applying business context to calculate subsets of business document standardsInformation Technology and Management10.1007/s10799-015-0228-217:3(203-227)Online publication date: 1-Sep-2016
    • (2015)A sequential game-theoretic study of the retweeting behavior in Sina WeiboThe Journal of Supercomputing10.1007/s11227-015-1456-271:9(3301-3319)Online publication date: 1-Sep-2015

    View Options

    View options

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media