000 03358nam a22005775i 4500
001 978-3-031-01590-8
003 DE-He213
005 20240730164212.0
007 cr nn 008mamaa
008 220601s2021 sz | s |||| 0|eng d
020 _a9783031015908
_9978-3-031-01590-8
024 7 _a10.1007/978-3-031-01590-8
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
100 1 _aYang, Cheng.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_982848
245 1 0 _aNetwork Embedding
_h[electronic resource] :
_bTheories, Methods, and Applications /
_cby Cheng Yang, Zhiyuan Liu, Cunchao Tu, Chuan Shi, Maosong Sun.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aXXI, 220 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSynthesis Lectures on Artificial Intelligence and Machine Learning,
_x1939-4616
505 0 _aPreface -- Acknowledgments -- The Basics of Network Embedding -- Network Embedding for General Graphs -- Network Embedding for Graphs with Node Attributes -- Revisiting Attributed Network Embedding: A GCN-Based Perspective -- Network Embedding for Graphs with Node Contents -- Network Embedding for Graphs with Node Labels -- Network Embedding for Community-Structured Graphs -- Network Embedding for Large-Scale Graphs -- Network Embedding for Heterogeneous Graphs -- Network Embedding for Social Relation Extraction -- Network Embedding for Recommendation Systems on LBSNs -- Network Embedding for Information Diffusion Prediction -- Future Directions of Network Embedding -- Bibliography -- Authors' Biographies.
520 _aheterogeneous graphs. Further, the book introduces different applications of NE such as recommendation and information diffusion prediction. Finally, the book concludes the methods and applications and looks forward to the future directions.
650 0 _aArtificial intelligence.
_93407
650 0 _aMachine learning.
_91831
650 0 _aNeural networks (Computer science) .
_982850
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aMachine Learning.
_91831
650 2 4 _aMathematical Models of Cognitive Processes and Neural Networks.
_932913
700 1 _aLiu, Zhiyuan.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_982852
700 1 _aTu, Cunchao.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_982853
700 1 _aShi, Chuan.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_982855
700 1 _aSun, Maosong.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_982857
710 2 _aSpringerLink (Online service)
_982860
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031000355
776 0 8 _iPrinted edition:
_z9783031004629
776 0 8 _iPrinted edition:
_z9783031027185
830 0 _aSynthesis Lectures on Artificial Intelligence and Machine Learning,
_x1939-4616
_982862
856 4 0 _uhttps://doi.org/10.1007/978-3-031-01590-8
912 _aZDB-2-SXSC
942 _cEBK
999 _c85415
_d85415