Knowledge Management and Acquisition for Intelligent Systems:

Kouzou Ohara, Quan Bai

Informasi Dasar

20.21.1507
658.403 8
Buku - Elektronik (E-Book)

The scope of PKAW is not limited to traditional knowledge acquisition approaches such as human (expert) centric ones, but also covers diverse areas closely related to knowledge acquisition such as knowledge engineering, knowledge management, machine learning, data mining, etc. We need to choose appropriate techniques for knowledge acquisition, depending on its type and the task addressed. In fact, the scope changes over time so that it can cover novel, newly emerged techniques and application areas in which knowledge acquisition plays an important role. Especially, now, we live in the era of the third wave of AI, in which the availability of high-performance computing and massive electronic data generated from various sensors and texts on the Web make it possible to devise novel data-driven methodologies such as Deep Learning and its variants. These advanced technologies could help us acquire tacit knowledge that has been difficult to learn by human-centric approaches, while they also remind us of the importance of the understandability of knowledge, leading to a new field of Explainable AI.

Within this context, we invited submissions in the above broad fields and finally selected 9 regular papers and 7 short papers from 38 submitted papers. All papers were peer-reviewed by three reviewers. These papers demonstrate advanced research work from the practical viewpoint and make contributions in technical and theoretical aspects to the fields of intelligent systems/agents, natural language processing, and applications of machine learning techniques including Deep Learning to real world problems.

Subjek

KNOWLEDGE MANAGEMENT
 

Katalog

Knowledge Management and Acquisition for Intelligent Systems:
978-3-030-30639-7
194p.: pdf file.; 13 MB
English

Sirkulasi

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Pengarang

Kouzou Ohara, Quan Bai
Perorangan
 
 

Penerbit

Springer
Switzerland
2019

Koleksi

Kompetensi

  • IEI4T3 - MANAJEMEN PENGETAHUAN
  • EBI3G4 - MANAJEMEN PENGETAHUAN
  • KBI3C3 - MANAJEMEN PENGETAHUAN
  • ELI1O2 - MANAJEMEN PENGETAHUAN DAN PEMBELAJARAN ORGANISASIONAL
  • IMI2H3 - SISTEM MANAJEMEN PENGETAHUAN
  • EMI1O2 - MANAJEMEN PENGETAHUAN DAN ORGANISASI PEMBELAJARAN

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