eKNOW 2020, The Twelfth International Conference on Information, Process, and Knowledge Management

Type: conference

Notes: IARIA Conference.

Editors:
Samia Aitouche, University Batna 2, Algeria
Aksa Karima, University Batna 2, Algeria
Susan Gauch, University of Arkansas, USA
Roy Oberhauser, Aalen University, Germany
Nitin Agarwal, University of Arkansas at Little Rock, USA

ISSN: 2308-4375

ISBN: 978-1-61208-765-8

Location: Valencia, Spain

Dates: from November 21, 2020 to November 25, 2020

Articles: there are 18 articles

A Scientometric Framework: Application for Knowledge Management (KM) in Industry Between 2014 and 2019
Samia Aitouche, Khaoula Sahraoui, Karima Aksa, Fadhila Djouggane, Walid Cherrid, and Souleyman Belayati
keywords: Scientometric indexes; Knowledge management; Industry; industry 4.0, Scopus; UML; Delphi.

Digitalization and IT Backsourcing: Towards a Transformational Model for the German Automobile Industry
Kerstin Felser and Martin Wynn
keywords: Backsourcing; digitalization; digital transformation; German automotive industry; conceptual model.

Application of Data Mining in Industry in the Transition Era to Industry 4.0: Review
Khaoula Sahraoui, Samia Aitouche, and Karima Aksa
keywords: Industry 4.0, datamining, datamining technics, datamining in industry 4.0

Analysis of Human Skills in Industry 4.0
Fadhila Djouggane, Samia Aitouche, and Karima Aksa
keywords: Human Competences, Skills, Industry 4.0, human resource management, Fourth Industrial revolution.

Semantic Visual Query Answering on Heterogeneous Territorial Data
Loris Bozzato, Giulia Bruscagin, Gaetano Calabrese, Luciano Serafini, and Cesare Furlanello
keywords: Cadastral Information System; Semantic Knowledge Integration; Visual Query Formulation.

Chance Constrained Portfolio Optimization using Loan
Kiyoharu Tagawa
keywords: Portfolio optimization; risk management; modeling

Analyzing Model Element Labels of Business Process Model Examples Provided on the Web
Christian Kop
keywords: Business Process Model and Notation (BPMN); Business Process Modeling; Quality of Business Process Models, Labels of Model Elements.

Swarm Intelligence for Solving a Traveling Salesman Problem
Isabel Kuehner
keywords: Swarm Intelligence; Traveling Salesman Problem; Ant Colony Optimization; Particle Swarm Optimization; Bee Colony Optimization

Extending ASP Based Reasoning to Expressive Constructive Description Logics
Loris Bozzato
keywords: Constructive description logics; Information terms semantics; Answer Set Programming.

Acceleration Technique of Two-Phase Quasi-Newton Method with Momentum for Optimization Problems
Sudeera Hasaranga Gunathilaka Mastiyage Don, Shahrzad Mahboubi, and Hiroshi Ninomiya
keywords: neural networks; training algorithm; Two-Phase Quasi-Newton method; Nesterov’s accelerated gradient; momentum terms.

Efficient Parameters for Rotation Processing of Data Augmentation
Naoki Nakamura, Duke Maeda, Kenta Morita, and Naoki Morita
keywords: Convolutional neural network; Training data augmentation; Rotation angle; Augmentation rate.

Shoot Counting System Based on SegNet
Funa Ito, Duke Maeda, Naoki Nakamura, Kenta Morita, and Naoki Morita
keywords: SegNet; Segmentation; Shoot; Pruning; Grapes.

The Individual and Collective Outcomes of Decision-Making
Monique Borges, João Marques, and Eduardo Castro
keywords: Decision-making; Decision theory; Multi-criteria methods; Preferences; Governance; Policy making.

The Perceived Usage Scenario’s of Continuous Monitoring, Continuous Auditing and Continuous Assurance: an Explorative Study
Martijn Zoet, Koen Smit, and Eric Mantelaers
keywords: usage scenarios; continuous monitoring; continuous auditing; continuous assurance

A Functional Architecture for the Elicitation, Design and Specification of Business Decisions and Business Logic
Koen Smit, Sam Leewis, and Martijn Zoet
keywords: Business Rules Management; Functional Architecture; Functional Requirements

Forecasting Electricity Usage in Industrial Applications with GPU Acceleration through RAPIDS AI Framework
Keh-Kok Yong, Woan-Lin Beh, Boon-Yaik Ooi, and Wai-Kong Lee
keywords: Electricity Consumption Forecasting; Simple Exponential Smoothing; Holt Linear Trend; Holt Linear Damped Trend; Holt-Winters; Auto Regressive Integrated Moving Average.

Access Control Method for the Offline Home Automation System
Mikołaj Pabiszczak, Monika Grajzer, and Łukasz Sawicki
keywords: voice-controlled home automation; Access Control; Decision Support System; Keyword Spotting

Incorporating Diversity in Academic Expert Recommendation
Omar Salman, Susan Gauch, Mohammed Alqahatani, Mohammed Ibrahim, and Reem Alsaffar
keywords: Expert Recommendation; Diversity; Fairness; nDCG.