Implicit: a multi-agent recommendation system for web search View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2012-01

AUTHORS

Aliaksandr Birukou, Enrico Blanzieri, Paolo Giorgini

ABSTRACT

For people with non-ordinary interests, it is hard to search for information on the Internet because search engines are impersonalized and are more focused on “average” individuals with “standard” preferences. In order to improve web search for a community of people with similar but specific interests, we propose to use the implicit knowledge contained in the search behavior of groups of users. We developed a multi-agent recommendation system called Implicit, which supports web search for groups or communities of people. In Implicit, agents observe behavior of their users to learn about the “culture” of the community with specific interests. They facilitate sharing of knowledge about relevant links within the community by means of recommendations. The agents also recommend contacts, i.e., who in the community is the right person to ask for a specific topic. Experimental evaluation shows that Implicit improves the quality of the web search in terms of precision and recall. More... »

PAGES

141-174

References to SciGraph publications

  • 2003. Designing Information Spaces: The Social Navigation Approach in NONE
  • 2001-11-07. Using Explicit, A Priori Contextual Knowledge in an Intelligent Web Search Agent in MODELING AND USING CONTEXT
  • 2008-02. A model of a trust-based recommendation system on a social network in AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS
  • 2002-01. Efficient Adaptive-Support Association Rule Mining for Recommender Systems in DATA MINING AND KNOWLEDGE DISCOVERY
  • 2003. Active Knowledge Mining for Intelligent Web Page Management in KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS
  • 2005. Regulation Mechanisms in an Open Social Media Using a Contact Recommender System in COMMUNITIES AND TECHNOLOGIES 2005
  • 2008-10. User evaluation of a market-based recommender system in AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS
  • 2004-01. Exploiting Query Repetition and Regularity in an Adaptive Community-Based Web Search Engine in USER MODELING AND USER-ADAPTED INTERACTION
  • 2002-11. Hybrid Recommender Systems: Survey and Experiments in USER MODELING AND USER-ADAPTED INTERACTION
  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/s10458-010-9148-z

    DOI

    http://dx.doi.org/10.1007/s10458-010-9148-z

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1027631166


    Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
    Incoming Citations Browse incoming citations for this publication using opencitations.net

    JSON-LD is the canonical representation for SciGraph data.

    TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

    [
      {
        "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
        "about": [
          {
            "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/0806", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Information Systems", 
            "type": "DefinedTerm"
          }, 
          {
            "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/08", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Information and Computing Sciences", 
            "type": "DefinedTerm"
          }
        ], 
        "author": [
          {
            "affiliation": {
              "alternateName": "University of Trento", 
              "id": "https://www.grid.ac/institutes/grid.11696.39", 
              "name": [
                "University of Trento, Trento, Italy"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Birukou", 
            "givenName": "Aliaksandr", 
            "id": "sg:person.014007417257.95", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014007417257.95"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Trento", 
              "id": "https://www.grid.ac/institutes/grid.11696.39", 
              "name": [
                "University of Trento, Trento, Italy"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Blanzieri", 
            "givenName": "Enrico", 
            "id": "sg:person.013033541655.32", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013033541655.32"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Trento", 
              "id": "https://www.grid.ac/institutes/grid.11696.39", 
              "name": [
                "University of Trento, Trento, Italy"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Giorgini", 
            "givenName": "Paolo", 
            "id": "sg:person.016407747111.58", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016407747111.58"
            ], 
            "type": "Person"
          }
        ], 
        "citation": [
          {
            "id": "https://doi.org/10.1145/1232722.1232726", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1001586854"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/1082473.1082567", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1002038519"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/860575.860706", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1002433526"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/367211.367255", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1002763337"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/1047671.1047715", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1003601442"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-3-540-45224-9_130", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1006293223", 
              "https://doi.org/10.1007/978-3-540-45224-9_130"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0167-9236(02)00106-9", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1006820514"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1006/ijhc.1996.0111", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1009165346"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-1-4471-0035-5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1012296646", 
              "https://doi.org/10.1007/978-1-4471-0035-5"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-1-4471-0035-5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1012296646", 
              "https://doi.org/10.1007/978-1-4471-0035-5"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/3-540-44607-9_26", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1015786561", 
              "https://doi.org/10.1007/3-540-44607-9_26"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/3-540-44607-9_26", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1015786561", 
              "https://doi.org/10.1007/3-540-44607-9_26"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/1390334.1390392", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1016883344"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1023/a:1021240730564", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1017910735", 
              "https://doi.org/10.1023/a:1021240730564"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0167-9236(02)00103-3", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1019805100"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1023/a:1013284820704", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1021249372", 
              "https://doi.org/10.1023/a:1013284820704"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/1645953.1646146", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1021549149"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/1080343.1080344", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1022303941"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/352580.352587", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1022695822"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/1297231.1297235", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1024064120"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/bltj.7", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1024293871"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/963770.963772", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1024608216"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/963770.963773", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1028080109"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/245108.245124", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1031679233"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/280765.280789", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1035936748"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/1645953.1646166", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1038167652"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s10458-008-9029-x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1039361468", 
              "https://doi.org/10.1007/s10458-008-9029-x"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s10458-008-9029-x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1039361468", 
              "https://doi.org/10.1007/s10458-008-9029-x"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/584792.584906", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1039889498"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/358923.358934", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1041189486"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/1571941.1571950", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1042088993"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/245108.245126", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1046143966"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/1-4020-3591-8_22", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1048172423", 
              "https://doi.org/10.1007/1-4020-3591-8_22"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/1-4020-3591-8_22", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1048172423", 
              "https://doi.org/10.1007/1-4020-3591-8_22"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s10458-007-9021-x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1049011041", 
              "https://doi.org/10.1007/s10458-007-9021-x"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s10458-007-9021-x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1049011041", 
              "https://doi.org/10.1007/s10458-007-9021-x"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/1059981.1059982", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1049144062"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s11257-004-5270-4", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1049242490", 
              "https://doi.org/10.1007/s11257-004-5270-4"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/1244002.1244358", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1051886487"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1145/1571941.1572002", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1052964805"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1109/mic.2003.1167344", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1061403307"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1109/ms.2007.169", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1061420822"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1504/ijbidm.2007.016383", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1067437032"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.4304/jnw.3.2.38-47", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1072450131"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/9780470058411", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1098661361"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/9780470058411", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1098661361"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://app.dimensions.ai/details/publication/pub.1109698665", 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://app.dimensions.ai/details/publication/pub.1109698665", 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/047086799x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1109698665"
            ], 
            "type": "CreativeWork"
          }
        ], 
        "datePublished": "2012-01", 
        "datePublishedReg": "2012-01-01", 
        "description": "For people with non-ordinary interests, it is hard to search for information on the Internet because search engines are impersonalized and are more focused on \u201caverage\u201d individuals with \u201cstandard\u201d preferences. In order to improve web search for a community of people with similar but specific interests, we propose to use the implicit knowledge contained in the search behavior of groups of users. We developed a multi-agent recommendation system called Implicit, which supports web search for groups or communities of people. In Implicit, agents observe behavior of their users to learn about the \u201cculture\u201d of the community with specific interests. They facilitate sharing of knowledge about relevant links within the community by means of recommendations. The agents also recommend contacts, i.e., who in the community is the right person to ask for a specific topic. Experimental evaluation shows that Implicit improves the quality of the web search in terms of precision and recall.", 
        "genre": "research_article", 
        "id": "sg:pub.10.1007/s10458-010-9148-z", 
        "inLanguage": [
          "en"
        ], 
        "isAccessibleForFree": true, 
        "isPartOf": [
          {
            "id": "sg:journal.1030506", 
            "issn": [
              "1387-2532", 
              "1573-7454"
            ], 
            "name": "Autonomous Agents and Multi-Agent Systems", 
            "type": "Periodical"
          }, 
          {
            "issueNumber": "1", 
            "type": "PublicationIssue"
          }, 
          {
            "type": "PublicationVolume", 
            "volumeNumber": "24"
          }
        ], 
        "name": "Implicit: a multi-agent recommendation system for web search", 
        "pagination": "141-174", 
        "productId": [
          {
            "name": "readcube_id", 
            "type": "PropertyValue", 
            "value": [
              "83a0d9fd0a7431e4db2385ebaa42d9c8c580559a5bf1f904745ea0f5d0dc1c77"
            ]
          }, 
          {
            "name": "doi", 
            "type": "PropertyValue", 
            "value": [
              "10.1007/s10458-010-9148-z"
            ]
          }, 
          {
            "name": "dimensions_id", 
            "type": "PropertyValue", 
            "value": [
              "pub.1027631166"
            ]
          }
        ], 
        "sameAs": [
          "https://doi.org/10.1007/s10458-010-9148-z", 
          "https://app.dimensions.ai/details/publication/pub.1027631166"
        ], 
        "sdDataset": "articles", 
        "sdDatePublished": "2019-04-11T02:27", 
        "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
        "sdPublisher": {
          "name": "Springer Nature - SN SciGraph project", 
          "type": "Organization"
        }, 
        "sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000001_0000000264/records_8700_00000588.jsonl", 
        "type": "ScholarlyArticle", 
        "url": "http://link.springer.com/10.1007%2Fs10458-010-9148-z"
      }
    ]
     

    Download the RDF metadata as:  json-ld nt turtle xml License info

    HOW TO GET THIS DATA PROGRAMMATICALLY:

    JSON-LD is a popular format for linked data which is fully compatible with JSON.

    curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1007/s10458-010-9148-z'

    N-Triples is a line-based linked data format ideal for batch operations.

    curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1007/s10458-010-9148-z'

    Turtle is a human-readable linked data format.

    curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1007/s10458-010-9148-z'

    RDF/XML is a standard XML format for linked data.

    curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1007/s10458-010-9148-z'


     

    This table displays all metadata directly associated to this object as RDF triples.

    209 TRIPLES      21 PREDICATES      69 URIs      19 LITERALS      7 BLANK NODES

    Subject Predicate Object
    1 sg:pub.10.1007/s10458-010-9148-z schema:about anzsrc-for:08
    2 anzsrc-for:0806
    3 schema:author Nccd68aaca2604458a10c2f2164453ab8
    4 schema:citation sg:pub.10.1007/1-4020-3591-8_22
    5 sg:pub.10.1007/3-540-44607-9_26
    6 sg:pub.10.1007/978-1-4471-0035-5
    7 sg:pub.10.1007/978-3-540-45224-9_130
    8 sg:pub.10.1007/s10458-007-9021-x
    9 sg:pub.10.1007/s10458-008-9029-x
    10 sg:pub.10.1007/s11257-004-5270-4
    11 sg:pub.10.1023/a:1013284820704
    12 sg:pub.10.1023/a:1021240730564
    13 https://app.dimensions.ai/details/publication/pub.1109698665
    14 https://doi.org/10.1002/047086799x
    15 https://doi.org/10.1002/9780470058411
    16 https://doi.org/10.1002/bltj.7
    17 https://doi.org/10.1006/ijhc.1996.0111
    18 https://doi.org/10.1016/s0167-9236(02)00103-3
    19 https://doi.org/10.1016/s0167-9236(02)00106-9
    20 https://doi.org/10.1109/mic.2003.1167344
    21 https://doi.org/10.1109/ms.2007.169
    22 https://doi.org/10.1145/1047671.1047715
    23 https://doi.org/10.1145/1059981.1059982
    24 https://doi.org/10.1145/1080343.1080344
    25 https://doi.org/10.1145/1082473.1082567
    26 https://doi.org/10.1145/1232722.1232726
    27 https://doi.org/10.1145/1244002.1244358
    28 https://doi.org/10.1145/1297231.1297235
    29 https://doi.org/10.1145/1390334.1390392
    30 https://doi.org/10.1145/1571941.1571950
    31 https://doi.org/10.1145/1571941.1572002
    32 https://doi.org/10.1145/1645953.1646146
    33 https://doi.org/10.1145/1645953.1646166
    34 https://doi.org/10.1145/245108.245124
    35 https://doi.org/10.1145/245108.245126
    36 https://doi.org/10.1145/280765.280789
    37 https://doi.org/10.1145/352580.352587
    38 https://doi.org/10.1145/358923.358934
    39 https://doi.org/10.1145/367211.367255
    40 https://doi.org/10.1145/584792.584906
    41 https://doi.org/10.1145/860575.860706
    42 https://doi.org/10.1145/963770.963772
    43 https://doi.org/10.1145/963770.963773
    44 https://doi.org/10.1504/ijbidm.2007.016383
    45 https://doi.org/10.4304/jnw.3.2.38-47
    46 schema:datePublished 2012-01
    47 schema:datePublishedReg 2012-01-01
    48 schema:description For people with non-ordinary interests, it is hard to search for information on the Internet because search engines are impersonalized and are more focused on “average” individuals with “standard” preferences. In order to improve web search for a community of people with similar but specific interests, we propose to use the implicit knowledge contained in the search behavior of groups of users. We developed a multi-agent recommendation system called Implicit, which supports web search for groups or communities of people. In Implicit, agents observe behavior of their users to learn about the “culture” of the community with specific interests. They facilitate sharing of knowledge about relevant links within the community by means of recommendations. The agents also recommend contacts, i.e., who in the community is the right person to ask for a specific topic. Experimental evaluation shows that Implicit improves the quality of the web search in terms of precision and recall.
    49 schema:genre research_article
    50 schema:inLanguage en
    51 schema:isAccessibleForFree true
    52 schema:isPartOf N13931e22637142a29ca8e1dddfd2d271
    53 N7cb3f6dc8728434a9f7361a6e637e10c
    54 sg:journal.1030506
    55 schema:name Implicit: a multi-agent recommendation system for web search
    56 schema:pagination 141-174
    57 schema:productId N5f9415cb7ed445afbd41d1472a198951
    58 N8d6ebe2157c84d6baf3f7f8b0736c6c9
    59 N9e8f6acefd8d4776b1ae824d847d4b27
    60 schema:sameAs https://app.dimensions.ai/details/publication/pub.1027631166
    61 https://doi.org/10.1007/s10458-010-9148-z
    62 schema:sdDatePublished 2019-04-11T02:27
    63 schema:sdLicense https://scigraph.springernature.com/explorer/license/
    64 schema:sdPublisher N646daff1831b4b828d3bd5740427b656
    65 schema:url http://link.springer.com/10.1007%2Fs10458-010-9148-z
    66 sgo:license sg:explorer/license/
    67 sgo:sdDataset articles
    68 rdf:type schema:ScholarlyArticle
    69 N13931e22637142a29ca8e1dddfd2d271 schema:issueNumber 1
    70 rdf:type schema:PublicationIssue
    71 N5f9415cb7ed445afbd41d1472a198951 schema:name doi
    72 schema:value 10.1007/s10458-010-9148-z
    73 rdf:type schema:PropertyValue
    74 N646daff1831b4b828d3bd5740427b656 schema:name Springer Nature - SN SciGraph project
    75 rdf:type schema:Organization
    76 N70ee3288f62346bd955d2efc22a08501 rdf:first sg:person.016407747111.58
    77 rdf:rest rdf:nil
    78 N7cb3f6dc8728434a9f7361a6e637e10c schema:volumeNumber 24
    79 rdf:type schema:PublicationVolume
    80 N8d6ebe2157c84d6baf3f7f8b0736c6c9 schema:name readcube_id
    81 schema:value 83a0d9fd0a7431e4db2385ebaa42d9c8c580559a5bf1f904745ea0f5d0dc1c77
    82 rdf:type schema:PropertyValue
    83 N9cdb37dbc24d46149137f3442f3e26f1 rdf:first sg:person.013033541655.32
    84 rdf:rest N70ee3288f62346bd955d2efc22a08501
    85 N9e8f6acefd8d4776b1ae824d847d4b27 schema:name dimensions_id
    86 schema:value pub.1027631166
    87 rdf:type schema:PropertyValue
    88 Nccd68aaca2604458a10c2f2164453ab8 rdf:first sg:person.014007417257.95
    89 rdf:rest N9cdb37dbc24d46149137f3442f3e26f1
    90 anzsrc-for:08 schema:inDefinedTermSet anzsrc-for:
    91 schema:name Information and Computing Sciences
    92 rdf:type schema:DefinedTerm
    93 anzsrc-for:0806 schema:inDefinedTermSet anzsrc-for:
    94 schema:name Information Systems
    95 rdf:type schema:DefinedTerm
    96 sg:journal.1030506 schema:issn 1387-2532
    97 1573-7454
    98 schema:name Autonomous Agents and Multi-Agent Systems
    99 rdf:type schema:Periodical
    100 sg:person.013033541655.32 schema:affiliation https://www.grid.ac/institutes/grid.11696.39
    101 schema:familyName Blanzieri
    102 schema:givenName Enrico
    103 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013033541655.32
    104 rdf:type schema:Person
    105 sg:person.014007417257.95 schema:affiliation https://www.grid.ac/institutes/grid.11696.39
    106 schema:familyName Birukou
    107 schema:givenName Aliaksandr
    108 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014007417257.95
    109 rdf:type schema:Person
    110 sg:person.016407747111.58 schema:affiliation https://www.grid.ac/institutes/grid.11696.39
    111 schema:familyName Giorgini
    112 schema:givenName Paolo
    113 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016407747111.58
    114 rdf:type schema:Person
    115 sg:pub.10.1007/1-4020-3591-8_22 schema:sameAs https://app.dimensions.ai/details/publication/pub.1048172423
    116 https://doi.org/10.1007/1-4020-3591-8_22
    117 rdf:type schema:CreativeWork
    118 sg:pub.10.1007/3-540-44607-9_26 schema:sameAs https://app.dimensions.ai/details/publication/pub.1015786561
    119 https://doi.org/10.1007/3-540-44607-9_26
    120 rdf:type schema:CreativeWork
    121 sg:pub.10.1007/978-1-4471-0035-5 schema:sameAs https://app.dimensions.ai/details/publication/pub.1012296646
    122 https://doi.org/10.1007/978-1-4471-0035-5
    123 rdf:type schema:CreativeWork
    124 sg:pub.10.1007/978-3-540-45224-9_130 schema:sameAs https://app.dimensions.ai/details/publication/pub.1006293223
    125 https://doi.org/10.1007/978-3-540-45224-9_130
    126 rdf:type schema:CreativeWork
    127 sg:pub.10.1007/s10458-007-9021-x schema:sameAs https://app.dimensions.ai/details/publication/pub.1049011041
    128 https://doi.org/10.1007/s10458-007-9021-x
    129 rdf:type schema:CreativeWork
    130 sg:pub.10.1007/s10458-008-9029-x schema:sameAs https://app.dimensions.ai/details/publication/pub.1039361468
    131 https://doi.org/10.1007/s10458-008-9029-x
    132 rdf:type schema:CreativeWork
    133 sg:pub.10.1007/s11257-004-5270-4 schema:sameAs https://app.dimensions.ai/details/publication/pub.1049242490
    134 https://doi.org/10.1007/s11257-004-5270-4
    135 rdf:type schema:CreativeWork
    136 sg:pub.10.1023/a:1013284820704 schema:sameAs https://app.dimensions.ai/details/publication/pub.1021249372
    137 https://doi.org/10.1023/a:1013284820704
    138 rdf:type schema:CreativeWork
    139 sg:pub.10.1023/a:1021240730564 schema:sameAs https://app.dimensions.ai/details/publication/pub.1017910735
    140 https://doi.org/10.1023/a:1021240730564
    141 rdf:type schema:CreativeWork
    142 https://app.dimensions.ai/details/publication/pub.1109698665 schema:CreativeWork
    143 https://doi.org/10.1002/047086799x schema:sameAs https://app.dimensions.ai/details/publication/pub.1109698665
    144 rdf:type schema:CreativeWork
    145 https://doi.org/10.1002/9780470058411 schema:sameAs https://app.dimensions.ai/details/publication/pub.1098661361
    146 rdf:type schema:CreativeWork
    147 https://doi.org/10.1002/bltj.7 schema:sameAs https://app.dimensions.ai/details/publication/pub.1024293871
    148 rdf:type schema:CreativeWork
    149 https://doi.org/10.1006/ijhc.1996.0111 schema:sameAs https://app.dimensions.ai/details/publication/pub.1009165346
    150 rdf:type schema:CreativeWork
    151 https://doi.org/10.1016/s0167-9236(02)00103-3 schema:sameAs https://app.dimensions.ai/details/publication/pub.1019805100
    152 rdf:type schema:CreativeWork
    153 https://doi.org/10.1016/s0167-9236(02)00106-9 schema:sameAs https://app.dimensions.ai/details/publication/pub.1006820514
    154 rdf:type schema:CreativeWork
    155 https://doi.org/10.1109/mic.2003.1167344 schema:sameAs https://app.dimensions.ai/details/publication/pub.1061403307
    156 rdf:type schema:CreativeWork
    157 https://doi.org/10.1109/ms.2007.169 schema:sameAs https://app.dimensions.ai/details/publication/pub.1061420822
    158 rdf:type schema:CreativeWork
    159 https://doi.org/10.1145/1047671.1047715 schema:sameAs https://app.dimensions.ai/details/publication/pub.1003601442
    160 rdf:type schema:CreativeWork
    161 https://doi.org/10.1145/1059981.1059982 schema:sameAs https://app.dimensions.ai/details/publication/pub.1049144062
    162 rdf:type schema:CreativeWork
    163 https://doi.org/10.1145/1080343.1080344 schema:sameAs https://app.dimensions.ai/details/publication/pub.1022303941
    164 rdf:type schema:CreativeWork
    165 https://doi.org/10.1145/1082473.1082567 schema:sameAs https://app.dimensions.ai/details/publication/pub.1002038519
    166 rdf:type schema:CreativeWork
    167 https://doi.org/10.1145/1232722.1232726 schema:sameAs https://app.dimensions.ai/details/publication/pub.1001586854
    168 rdf:type schema:CreativeWork
    169 https://doi.org/10.1145/1244002.1244358 schema:sameAs https://app.dimensions.ai/details/publication/pub.1051886487
    170 rdf:type schema:CreativeWork
    171 https://doi.org/10.1145/1297231.1297235 schema:sameAs https://app.dimensions.ai/details/publication/pub.1024064120
    172 rdf:type schema:CreativeWork
    173 https://doi.org/10.1145/1390334.1390392 schema:sameAs https://app.dimensions.ai/details/publication/pub.1016883344
    174 rdf:type schema:CreativeWork
    175 https://doi.org/10.1145/1571941.1571950 schema:sameAs https://app.dimensions.ai/details/publication/pub.1042088993
    176 rdf:type schema:CreativeWork
    177 https://doi.org/10.1145/1571941.1572002 schema:sameAs https://app.dimensions.ai/details/publication/pub.1052964805
    178 rdf:type schema:CreativeWork
    179 https://doi.org/10.1145/1645953.1646146 schema:sameAs https://app.dimensions.ai/details/publication/pub.1021549149
    180 rdf:type schema:CreativeWork
    181 https://doi.org/10.1145/1645953.1646166 schema:sameAs https://app.dimensions.ai/details/publication/pub.1038167652
    182 rdf:type schema:CreativeWork
    183 https://doi.org/10.1145/245108.245124 schema:sameAs https://app.dimensions.ai/details/publication/pub.1031679233
    184 rdf:type schema:CreativeWork
    185 https://doi.org/10.1145/245108.245126 schema:sameAs https://app.dimensions.ai/details/publication/pub.1046143966
    186 rdf:type schema:CreativeWork
    187 https://doi.org/10.1145/280765.280789 schema:sameAs https://app.dimensions.ai/details/publication/pub.1035936748
    188 rdf:type schema:CreativeWork
    189 https://doi.org/10.1145/352580.352587 schema:sameAs https://app.dimensions.ai/details/publication/pub.1022695822
    190 rdf:type schema:CreativeWork
    191 https://doi.org/10.1145/358923.358934 schema:sameAs https://app.dimensions.ai/details/publication/pub.1041189486
    192 rdf:type schema:CreativeWork
    193 https://doi.org/10.1145/367211.367255 schema:sameAs https://app.dimensions.ai/details/publication/pub.1002763337
    194 rdf:type schema:CreativeWork
    195 https://doi.org/10.1145/584792.584906 schema:sameAs https://app.dimensions.ai/details/publication/pub.1039889498
    196 rdf:type schema:CreativeWork
    197 https://doi.org/10.1145/860575.860706 schema:sameAs https://app.dimensions.ai/details/publication/pub.1002433526
    198 rdf:type schema:CreativeWork
    199 https://doi.org/10.1145/963770.963772 schema:sameAs https://app.dimensions.ai/details/publication/pub.1024608216
    200 rdf:type schema:CreativeWork
    201 https://doi.org/10.1145/963770.963773 schema:sameAs https://app.dimensions.ai/details/publication/pub.1028080109
    202 rdf:type schema:CreativeWork
    203 https://doi.org/10.1504/ijbidm.2007.016383 schema:sameAs https://app.dimensions.ai/details/publication/pub.1067437032
    204 rdf:type schema:CreativeWork
    205 https://doi.org/10.4304/jnw.3.2.38-47 schema:sameAs https://app.dimensions.ai/details/publication/pub.1072450131
    206 rdf:type schema:CreativeWork
    207 https://www.grid.ac/institutes/grid.11696.39 schema:alternateName University of Trento
    208 schema:name University of Trento, Trento, Italy
    209 rdf:type schema:Organization
     




    Preview window. Press ESC to close (or click here)


    ...