Knowledge Management and Acquisition for Intelligent Systems:
Kouzou Ohara, Quan Bai

Informasi Umum

Kode

20.21.1507

Klasifikasi

658.403 8 - Information management, Gathering of information by management for use in managerial decision making, Information resources, Knowledge management

Jenis

Buku - Elektronik (E-Book)

Subjek

Knowledge Management

No. Rak

Tel-U Gedung Manterawu Lantai 5 : Rak 19 B
Tel-U Purwokerto : Rak 8

Dilihat

121 kali

Informasi Lainnya

Abstraksi

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.

• 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
• - Manajemen Pengetahuan
• DEK2NAB3 - MANAJEMEN PENGETAHUAN

Koleksi & Sirkulasi

Tersedia 1 dari total 1 Koleksi

Pengarang

Nama	Kouzou Ohara, Quan Bai
Jenis	Perorangan
Penyunting
Penerjemah

Penerbit

Nama	Springer
Kota	Switzerland
Tahun	2019

Sirkulasi

Harga sewa	IDR 0,00
Denda harian	IDR 0,00
Jenis	Non-Sirkulasi

Download / Flippingbook