000 02537nam a2200397 i 4500
001 CR9781316388464
003 UkCbUP
005 20240912170525.0
006 m|||||o||d||||||||
007 cr||||||||||||
008 150217s2016||||nyu o ||1 0|eng|d
020 _a9781316388464 (ebook)
020 _z9781107122567 (hardback)
040 _aUkCbUP
_beng
_erda
_cUkCbUP
050 0 0 _aQA76.76.E95
_bT435 2016
082 0 0 _a006.3/3
_223
100 1 _aTecuci, Gheorghe,
_eauthor.
245 1 0 _aKnowledge engineering :
_bbuilding personal learning assistants for evidence-based reasoning /
_cGheorghe Tecuci, Dorin Marcu, Mihai Boicu, David Schum.
264 1 _aNew York :
_bCambridge University Press,
_c2016.
300 _a1 online resource (xxiv, 455 pages) :
_bdigital, PDF file(s).
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
500 _aTitle from publisher's bibliographic system (viewed on 06 Sep 2016).
520 _aThis book presents a significant advancement in the theory and practice of knowledge engineering, the discipline concerned with the development of systems that use expert knowledge and reasoning to solve complex problems. It covers the main stages in the development of a knowledge-based system: understanding the application domain, modeling problem solving in that domain, developing the ontology and the reasoning rules, and testing the system. The book focuses on a special class of systems - learning assistants for evidence-based reasoning that learn complex problem solving expertise directly from human experts, support experts and non-experts in problem solving and decision making, and teach their problem solving expertise to students. A powerful learning agent shell, Disciple-EBR, is included with the book, enabling students, practitioners, and researchers to rapidly develop learning assistants in a wide variety of domains that require evidence-based reasoning, including intelligence analysis, cyber security, law, forensics, medicine, and education.
650 0 _aExpert systems (Computer science)
650 0 _aKnowledge, Theory of
_xData processing.
650 0 _aComputational learning theory.
650 0 _aA priori
_xData processing.
700 1 _aMarcu, Dorin,
_eauthor.
700 1 _aBoicu, Mihai
_c(Infomation scientist),
_eauthor.
700 1 _aSchum, David A.,
_eauthor.
776 0 8 _iPrint version:
_z9781107122567
856 4 0 _uhttps://doi.org/10.1017/CBO9781316388464
942 _2ddc
_cEB
999 _c9850
_d9850