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[
        <xref ref-type="bibr" rid="ref12 ref18">1</xref>
        ] G. Schilit and B. Theimer Disseminating Active
Map Information to Mobile Hosts. IEEE Network,
8(5) (1994) pp. 22-32
[2] A. Day, "Understanding and Using Context"
(2001). Human-Computer Interaction Institute.
      </p>
      <p>Paper 34. http://repository.cmu.edu/hcii/34
[3] N. Hristova and G. M. P. O`Hare, "Ad-me:
Wireless Advertising Adapted to the User
Location, Device and Emotions," in
ThirtySeventh Hawaii International Conference on</p>
      <p>System Sciences (HICSS-37), 2004.
[4] Namiot, D., &amp; Sneps-Sneppe, M. (2013, March).</p>
      <p>Wireless networks sensors and social streams. In
Advanced Information Networking and
Applications Workshops (WAINA), 2013 27th
International Conference on (pp. 413-418). IEEE.
[5] Namiot, Dmitry, and Manfred Sneps-Sneppe. "On
Open Source Mobile Sensing." Internet of Things,
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    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          Systems. Springer International Publishing,
          <year>2014</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          82-
          <fpage>94</fpage>
          . [6]
          <string-name>
            <surname>Yassin</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Rachid</surname>
            ,
            <given-names>E.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Nasrallah</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          (
          <year>2014</year>
          ,
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          <source>(INNOVATIONS)</source>
          ,
          <year>2014</year>
          10th International
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          Conference on (pp.
          <fpage>75</fpage>
          -
          <lpage>79</lpage>
          ). IEEE. [7]
          <string-name>
            <surname>Namiot</surname>
            <given-names>D.</given-names>
          </string-name>
          <string-name>
            <surname>Network</surname>
          </string-name>
          Proximity on Practice:
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          <string-name>
            <surname>Technologies</surname>
          </string-name>
          .
          <article-title>-</article-title>
          <year>2013</year>
          . -
          <fpage>5</fpage>
          . 1. - H. 3. - . 1-
          <fpage>4</fpage>
          . [8]
          <string-name>
            <given-names>Y.</given-names>
            <surname>Chen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>Y.</given-names>
            <surname>Chawathe</surname>
          </string-name>
          , A. LaMarca, and J.
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          <string-name>
            <surname>MobiSys</surname>
          </string-name>
          ,
          <year>2005</year>
          . [9]
          <string-name>
            <given-names>M.</given-names>
            <surname>Kjaergaard</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Wirz</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Roggen</surname>
          </string-name>
          , and
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          <string-name>
            <surname>Computing</surname>
          </string-name>
          and
          <string-name>
            <surname>Communications (PerCom)</surname>
          </string-name>
          ,
          <year>2012</year>
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          IEEE International Conference on pp.
          <fpage>95</fpage>
          -
          <lpage>102</lpage>
          . [10] . . #* Bluetooth -
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          <string-name>
            <surname>Technologies</surname>
          </string-name>
          .
          <article-title>-</article-title>
          <year>2014</year>
          . -
          <fpage>5</fpage>
          . 2. - H. 5. - .
          <volume>17</volume>
          -
          <fpage>23</fpage>
          . [11]
          <string-name>
            <surname>Eagle</surname>
            ,
            <given-names>N.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Pentland</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          (
          <year>2006</year>
          ). Reality mining:
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          <source>ubiquitous computing</source>
          ,
          <volume>10</volume>
          (
          <issue>4</issue>
          ),
          <fpage>255</fpage>
          -
          <lpage>268</lpage>
          . [12] Funf package http://www.funf.org [13]
          <string-name>
            <surname>Farshad</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Marina</surname>
            ,
            <given-names>M. K.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Garcia</surname>
            ,
            <given-names>F.</given-names>
          </string-name>
          (
          <year>2014</year>
          ,
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          <source>Management Symposium (NOMS)</source>
          ,
          <year>2014</year>
          IEEE
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          (pp.
          <fpage>1</fpage>
          -
          <lpage>9</lpage>
          ). IEEE. [14]
          <string-name>
            <given-names>SITA</given-names>
            <surname>Common Use Beacon</surname>
          </string-name>
          Registry
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          <string-name>
            <given-names>API</given-names>
            /API-Overview [15]
            <surname>Tcholtchev</surname>
          </string-name>
          <string-name>
            <surname>N.</surname>
          </string-name>
          et al.
          <source>Fraunhofer Inst. for Open</source>
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          <source>Workshops)</source>
          ,
          <source>2012 IEEE 37th Conference on. -</source>
        </mixed-citation>
      </ref>
      <ref id="ref15">
        <mixed-citation>
          <string-name>
            <surname>IEEE</surname>
          </string-name>
          ,
          <year>2012</year>
          . - .
          <volume>860</volume>
          -
          <fpage>867</fpage>
          . [16]
          <string-name>
            <surname>Sanchez</surname>
            ,
            <given-names>L.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Galache</surname>
            ,
            <given-names>J. A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Gutierrez</surname>
            ,
            <given-names>V.</given-names>
          </string-name>
          ,
        </mixed-citation>
      </ref>
      <ref id="ref16">
        <mixed-citation>
          <string-name>
            <surname>T.</surname>
          </string-name>
          (
          <year>2011</year>
          , June). Smartsantander: The meeting
        </mixed-citation>
      </ref>
      <ref id="ref17">
        <mixed-citation>
          <string-name>
            <surname>Network</surname>
          </string-name>
          &amp; Mobile
          <string-name>
            <surname>Summit (FutureNetw)</surname>
          </string-name>
          ,
          <year>2011</year>
        </mixed-citation>
      </ref>
      <ref id="ref18">
        <mixed-citation>
          (pp.
          <fpage>1</fpage>
          -
          <lpage>8</lpage>
          ). IEEE. [17]
          <string-name>
            <surname>Sneps-Sneppe</surname>
            <given-names>M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Namiot</surname>
            <given-names>D</given-names>
          </string-name>
          . Smart cities
        </mixed-citation>
      </ref>
      <ref id="ref19">
        <mixed-citation>
          Springer Berlin Heidelberg,
          <year>2013</year>
          . - .
          <volume>25</volume>
          -
          <fpage>36</fpage>
          . [18]
          <string-name>
            <surname>Halldórsson</surname>
            ,
            <given-names>Guðmundur</given-names>
          </string-name>
          <string-name>
            <surname>Jón</surname>
          </string-name>
          . Apache Accumulo
        </mixed-citation>
      </ref>
      <ref id="ref20">
        <mixed-citation>
          <source>for Developers. Packt Publishing Ltd</source>
          ,
          <year>2013</year>
          . [19]
          <string-name>
            <given-names>Accumulo</given-names>
            <surname>User</surname>
          </string-name>
          Manual
        </mixed-citation>
      </ref>
      <ref id="ref21">
        <mixed-citation>
          https://accumulo.apache.
          <source>org/1</source>
          .6/accumulo_user_m
        </mixed-citation>
      </ref>
      <ref id="ref22">
        <mixed-citation>
          anual.html#_introduction Retrieved: Apr,
          <year>2015</year>
          [20]
          <string-name>
            <surname>Sen</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Farris</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          , &amp;
          <string-name>
            <surname>Guerra</surname>
            ,
            <given-names>P.</given-names>
          </string-name>
          (
          <year>2013</year>
          , June).
        </mixed-citation>
      </ref>
      <ref id="ref23">
        <mixed-citation>
          <string-name>
            <surname>Suite</surname>
          </string-name>
          .
          <source>In Big Data (BigData Congress)</source>
          ,
          <year>2013</year>
          IEEE
        </mixed-citation>
      </ref>
      <ref id="ref24">
        <mixed-citation>
          International Congress on (pp.
          <fpage>334</fpage>
          -
          <lpage>341</lpage>
          ).
          <article-title>On Data Model for Context-Aware Services Dmitry Namiot</article-title>
          , Manfred Sneps-Sneppe
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>