| 000 | 02673nam a22004935i 4500 | ||
|---|---|---|---|
| 001 | 978-94-91216-08-4 | ||
| 003 | DE-He213 | ||
| 005 | 20140220083838.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 110503s2011 fr | s |||| 0|eng d | ||
| 020 |
_a9789491216084 _9978-94-91216-08-4 |
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| 024 | 7 |
_a10.2991/978-94-91216-08-4 _2doi |
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| 050 | 4 | _aQ334-342 | |
| 050 | 4 | _aTJ210.2-211.495 | |
| 072 | 7 |
_aUYQ _2bicssc |
|
| 072 | 7 |
_aTJFM1 _2bicssc |
|
| 072 | 7 |
_aCOM004000 _2bisacsh |
|
| 082 | 0 | 4 |
_a006.3 _223 |
| 100 | 1 |
_aVictor, Patricia. _eauthor. |
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| 245 | 1 | 0 |
_aTrust Networks for Recommender Systems _h[electronic resource] / _cby Patricia Victor, Chris Cornelis, Martine de Cock. |
| 264 | 1 |
_aParis : _bAtlantis Press, _c2011. |
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| 300 |
_aXIV, 202 p. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 490 | 1 |
_aAtlantis Computational Intelligence Systems, _x1875-7650 ; _v4 |
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| 520 | _aThis book describes research performed in the context of trust/distrust propagation and aggregation, and their use in recommender systems. This is a hot research topic with important implications for various application areas. The main innovative contributions of the work are: -new bilattice-based model for trust and distrust, allowing for ignorance and inconsistency -proposals for various propagation and aggregation operators, including the analysis of mathematical properties -Evaluation of these operators on real data, including a discussion on the data sets and their characteristics. -A novel approach for identifying controversial items in a recommender system -An analysis on the utility of including distrust in recommender systems -Various approaches for trust based recommendations (a.o. base on collaborative filtering), an in depth experimental analysis, and proposal for a hybrid approach -Analysis of various user types in recommender systems to optimize bootstrapping of cold start users. | ||
| 650 | 0 | _aComputer science. | |
| 650 | 0 | _aLogic design. | |
| 650 | 0 | _aArtificial intelligence. | |
| 650 | 1 | 4 | _aComputer Science. |
| 650 | 2 | 4 | _aArtificial Intelligence (incl. Robotics). |
| 650 | 2 | 4 | _aLogic Design. |
| 700 | 1 |
_aCornelis, Chris. _eauthor. |
|
| 700 | 1 |
_ade Cock, Martine. _eauthor. |
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| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer eBooks | |
| 776 | 0 | 8 |
_iPrinted edition: _z9789491216077 |
| 830 | 0 |
_aAtlantis Computational Intelligence Systems, _x1875-7650 ; _v4 |
|
| 856 | 4 | 0 | _uhttp://dx.doi.org/10.2991/978-94-91216-08-4 |
| 912 | _aZDB-2-SCS | ||
| 999 |
_c109731 _d109731 |
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