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  • Conference proceedings
  • © 2019

Knowledge Management and Acquisition for Intelligent Systems

16th Pacific Rim Knowledge Acquisition Workshop, PKAW 2019, Cuvu, Fiji, August 26–27, 2019, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11669)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): PKAW: Principle and Practice of Data and Knowledge Acquisition Workshop

Conference proceedings info: PKAW 2019.

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Table of contents (16 papers)

  1. Front Matter

    Pages i-x
  2. Estimating Difficulty Score of Visual Search in Images for Semi-supervised Object Detection

    • Dongliang Ma, Haipeng Zhang, Hao Wu, Tao Zhang, Jun Sun
    Pages 1-9
  3. Improving Named Entity Recognition with Commonsense Knowledge Pre-training

    • Ghaith Dekhili, Ngoc Tan Le, Fatiha Sadat
    Pages 10-20
  4. Neurofeedback and AI for Analyzing Child Temperament and Attention Levels

    • Maria R. Lee, Anna Yu-Ju Yen, Lun Chang
    Pages 21-31
  5. A Max-Min Conflict Algorithm for the Stable Marriage Problem

    • Hoang Huu Viet, Nguyen Thi Uyen, Pham Tra My, Son Thanh Cao, Le Hong Trang
    Pages 44-53
  6. Empirical Evaluation of Deep Learning-Based Travel Time Prediction

    • Mengyan Wang, Weihua Li, Yan Kong, Quan Bai
    Pages 54-65
  7. Marine Vertebrate Predator Detection and Recognition in Underwater Videos by Region Convolutional Neural Network

    • Mira Park, Wenli Yang, Zehong Cao, Byeong Kang, Damian Connor, Mary-Anne Lea
    Pages 66-80
  8. Prior-Knowledge-Embedded LDA with Word2vec – for Detecting Specific Topics in Documents

    • Hiroshi Uehara, Akihiro Ito, Yutaka Saito, Kenichi Yoshida
    Pages 115-126
  9. Comparative Analysis of Intelligent Personal Agent Performance

    • David Herbert, Byeong Kang
    Pages 127-141
  10. Toxicity Prediction by Multimodal Deep Learning

    • Abdul Karim, Jaspreet Singh, Avinash Mishra, Abdollah Dehzangi, M. A. Hakim Newton, Abdul Sattar
    Pages 142-152
  11. Context-Aware Influence Diffusion in Online Social Networks

    • Yuxuan Hu, Quan Bai, Weihua Li
    Pages 153-162
  12. Network Embedding via Link Strength Adjusted Random Walk

    • Chenliang Li, Donghai Guan, Weiwei Yuan
    Pages 163-172
  13. Study on Influencers of Cryptocurrency Follow-Network on GitHub

    • Naoki Kobayakawa, Kenichi Yoshida
    Pages 173-183
  14. A Cross-Domain Theory of Mental Models

    • Sara Todorovikj, Paulina Friemann, Marco Ragni
    Pages 184-194
  15. Back Matter

    Pages 195-195

Other Volumes

  1. Knowledge Management and Acquisition for Intelligent Systems

About this book

This book constitutes the proceedings of the 16th International Workshop on Knowledge Management and Acquisition for Intelligent Systems, PKAW 2019, held in Cuvu, Fiji, in August 2019.

The 9 full papers and 7 short papers included in this volume were carefully reviewed and selected from 38 initial submissions. The papers cover advanced research work that contributes to the technical and theoretical aspects in the fields of intelligent systems/agents, natural language processing, and applications of machine learning techniques including Deep Learning to real world problems.


Editors and Affiliations

  • Aoyama Gakuin University, Tokyo, Japan

    Kouzou Ohara

  • University of Tasmania, Tasmania, Australia

    Quan Bai

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access