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  • Quantitative Characteristics of Human-Written Short Stories as a Metric for Automated Storytelling
    New Gener. Comput. (IF 0.889) Pub Date : 2020-10-14
    Carlos León, Pablo Gervás, Pablo Delatorre, Alan Tapscott

    Evaluating the extent to which computer-produced stories are structured like human-invented narratives can be an important component of the quality of a story plot. In this paper, we report on an empirical experiment in which human subjects have invented short plots in a constrained scenario. The stories were annotated according to features commonly found in existing automatic story generators. The

    更新日期:2020-10-14
  • Bisociative Literature-Based Discovery: Lessons Learned and New Word Embedding Approach
    New Gener. Comput. (IF 0.889) Pub Date : 2020-10-06
    Nada Lavrač, Matej Martinc, Senja Pollak, Maruša Pompe Novak, Bojan Cestnik

    The field of bisociative literature-based discovery aims at mining scientific literature to reveal yet uncovered connections between different fields of specialization. This paper outlines several outlier-based literature mining approaches to bridging term detection and the lessons learned from selected biomedical literature-based discovery applications. The paper addresses also new prospects in bisociative

    更新日期:2020-10-07
  • Visual Blending for Concept Representation: A Case Study on Emoji Generation
    New Gener. Comput. (IF 0.889) Pub Date : 2020-09-23
    João M. Cunha, Nuno Lourenço, Pedro Martins, Penousal Machado

    The emoji connection between visual representation and semantic knowledge, together with its large conceptual coverage have the potential to be exploited in computational approaches to the visual representation of concepts. An example of a system that explores this potential is Emojinating—a system that uses a process of visual blending of existing emoji to represent concepts. In this paper, we use

    更新日期:2020-09-23
  • Analyzing Promising Researchers Using Network Centralities of Co-authorship Networks from Academic Literature
    New Gener. Comput. (IF 0.889) Pub Date : 2020-09-19
    Masanori Fujita, Hiroto Inoue, Takao Terano

    We propose a new way of using the betweenness centrality measure with co-author networks from an academic literature database to evaluate young researchers. It is difficult to discover and evaluate promising young researchers with indexes based on the number of cited papers, such as the h-index to which published papers introduce a lag and whose impact only becomes apparent after they have been cited

    更新日期:2020-09-20
  • Towards a Methodology for Field Work in Computational Creativity
    New Gener. Comput. (IF 0.889) Pub Date : 2020-09-07
    Rafael Pérez y Pérez, Margareta Ackerman

    This work proposes a methodology for conducting field work in computational creativity, referring to field work as the effort of actively making a system or its artifacts widely accessible outside the academic world. Field work aims to study how creative computer agents and/or their products influence society, and how the dynamics that arise from the interaction between people and those inventive machines

    更新日期:2020-09-08
  • Enhanced Prediction of Intra-day Stock Market Using Metaheuristic Optimization on RNN–LSTM Network
    New Gener. Comput. (IF 0.889) Pub Date : 2020-09-05
    Krishna Kumar, Md. Tanwir Uddin Haider

    Deep Learning provides useful insights by analyzing information especially in the field of finance with advanced computing technology. Although, RNN–LSTM network with the advantage of sequential learning has achieved great success in the past for time series prediction. Conversely, developing and selecting the best computational optimized RNN–LSTM network for intra-day stock market forecasting is a

    更新日期:2020-09-06
  • The Show Must Go On: On the Use of Embodiment, Space and Gesture in Computational Storytelling
    New Gener. Comput. (IF 0.889) Pub Date : 2020-09-05
    Philipp Wicke, Tony Veale

    Stories are made to be told, yet the computational generation of stories has principally focused on stories as textual artifacts, rather than on the telling, or indeed the performance, of stories. The performative aspect of stories, in which a teller brings a tale to life, requires more than the written word. We humans use our bodies to enact a story, through the apt use of motion, space, timing and

    更新日期:2020-09-06
  • Knowledge-Based Sentiment Analysis and Visualization on Social Networks
    New Gener. Comput. (IF 0.889) Pub Date : 2020-08-30
    Julio Vizcarra, Kouji Kozaki, Miguel Torres Ruiz, Rolando Quintero

    A knowledge-based methodology is proposed for sentiment analysis on social networks. The work was focused on semantic processing taking into account the content handling the public user’s opinions as excerpts of knowledge. Our approach implements knowledge graphs, similarity measures, graph theory algorithms, and a disambiguation process. The results obtained were compared with data retrieved from

    更新日期:2020-08-30
  • Jaccard Guided Perturbation for Eigenvector Localization
    New Gener. Comput. (IF 0.889) Pub Date : 2020-07-13
    Debasis Mohapatra

    Understanding the role of network for epidemic spread is a major concern in the study of complex network and disease spread. Localization of Principal EigenVector (PEV) of the network’s adjacency matrix has been explored in recent past by many researchers. Most of the previous works suggest the localization of PEV through maximization of inverse participation ratio (IPR). The network with maximum IPR

    更新日期:2020-07-13
  • An Intelligent System to Generate Chord Progressions from Colors with an Artificial Immune System
    New Gener. Comput. (IF 0.889) Pub Date : 2020-06-25
    María Navarro-Cáceres; José A. Castellanos-Garzón; Javier Bajo

    Synesthesia is a neurological phenomenon in which stimulation of one sensory or cognitive pathway leads to automatic, involuntary experiences in a second sensory or cognitive pathway. Many synesthetes used their capabilities as inspiration for their works. Drawing on this phenomenon, this paper presents a model able to create chord progressions using colors as the synesthetic input. In particular,

    更新日期:2020-06-25
  • SimiT: A Text Similarity Method Using Lexicon and Dependency Representations
    New Gener. Comput. (IF 0.889) Pub Date : 2020-06-17
    Emrah Inan

    Semantic textual similarity methods are becoming increasingly crucial in text mining research areas such as text retrieval and summarization. Existing methods of text similarity have often been computed by their shallow or syntactic representation rather than considering their semantic content and meanings. This paper focuses mainly on computing the similarity between sentences without a supervised

    更新日期:2020-06-17
  • Correction to: Special Issue on Molecular Robotics
    New Gener. Comput. (IF 0.889) Pub Date : 2020-05-30
    Satoshi Murata

    The article “Special Issue on Molecular Robotics”, written by Satoshi Murata was originally published electronically on the publisher's internet portal (currently SpringerLink) on 18th May 2020 with open access.

    更新日期:2020-05-30
  • Modeling and Analysis of Stochastic Reaction Kinetics in Biomolecular Systems
    New Gener. Comput. (IF 0.889) Pub Date : 2020-05-16
    Yutaka Hori

    Chemical reactions in small-volume reactors such as biological cells are highly variable due to the stochastic collision events of the small number of molecules. To analyze and design these stochastic biomolecular reactions, computational tools have been developed based on rigorous mathematical foundations. This paper reviews fundamental theory and computational tools for the modeling, analysis, and

    更新日期:2020-05-16
  • Programming Methods for DNA-Based Reaction–Diffusion Systems
    New Gener. Comput. (IF 0.889) Pub Date : 2020-05-11
    Keita Abe; Satoshi Murata

    In this tutorial, recent development of pattern generation algorithms based on DNA computing will be overviewed. Natural pattern generation, especially in biological organisms, are often driven by spatio-temporal chemical reactions. Various reaction–diffusion systems have been proposed to generate artificial patterns out of DNA sequences. To program DNA reaction–diffusion systems, in addition to the

    更新日期:2020-05-11
  • Chemotaxis-Inspired Control for Multi-Agent Coordination: Formation Control by Two Types of Chemotaxis Controllers
    New Gener. Comput. (IF 0.889) Pub Date : 2020-05-05
    Shinsaku Izumi; Shun-ichi Azuma

    This paper investigates the control of multi-agent systems inspired by chemotaxis of microorganisms. Chemotaxis is a biological phenomenon wherein organisms in an environment are attracted to food but move away from toxins. The problem addressed here is a formation control problem, i.e., a design problem of distributed controllers wherein the relative positions of agents become the desired positions

    更新日期:2020-05-05
  • Distributed Computing Theory for Molecular Robot Systems
    New Gener. Comput. (IF 0.889) Pub Date : 2020-05-03
    Yukiko Yamauchi

    Distributed computation consists of local computations and their interactions. We consider a molecular robot system as a distributed system composed of mobile computing entities with very weak capabilities, i.e., computing entities are anonymous (indistinguishable), oblivious (memory-less), and uniform (following a common local computation rule). The key property of such a distributed system is self-organization

    更新日期:2020-05-03
  • Existing Business Process Models for Model Construction of Multidimensional Business Knowledge: An MDA-Based Transformation Methodology
    New Gener. Comput. (IF 0.889) Pub Date : 2020-04-30
    Sonya Ouali; Mohamed Mhiri; Faiez Gargouri

    Owing to the absolute significance of the business process management, companies have become thoroughly oriented toward a good modeling of the business processes. Although the business process modeling is a substantial part in workflow automation, business process designers often misunderstand domain concepts or relationships due to their lack of precise business knowledge. Such a semantic equivocation

    更新日期:2020-04-30
  • Unifying Parsing and Reflective Printing for Fully Disambiguated Grammars
    New Gener. Comput. (IF 0.889) Pub Date : 2020-04-29
    Zirun Zhu; Hsiang-Shang Ko; Yongzhe Zhang; Pedro Martins; João Saraiva; Zhenjiang Hu

    Language designers usually need to implement parsers and printers. Despite being two closely related programs, in practice they are often designed separately, and then need to be revised and kept consistent as the language evolves. It will be more convenient if the parser and printer can be unified and developed in a single program, with their consistency guaranteed automatically. Furthermore, in certain

    更新日期:2020-04-29
  • Renewal of the Major Fields of New Generation Computing Vol. 38 (2020)
    New Gener. Comput. (IF 0.889) Pub Date : 2020-04-04
    Masayuki Numao; Yutaka Matsuo; Shinnosuke Seki

    The editorial board would like to introduce a new area editor, Shinnosuke Seki, who is establishing a new area for the journal: “Theory of Natural Computing”. He welcomes theoretical studies on internationally accepted models of computation, including cellular automata, chemical reaction networks, Lindenmayer (L-) systems, Nubot models, Oritatami systems, P systems (membrane computing), reaction systems

    更新日期:2020-04-04
  • XOR Gate Design Toward a Practical Complete Set for DNA Computing
    New Gener. Comput. (IF 0.889) Pub Date : 2020-03-21
    Katsuhiro Nishijima; Takashi Nakakuki

    Practical design of the XOR gate is an important milestone in the field of DNA computing. In this study, we aim to develop an enzyme-free XOR gate driven by a toehold-mediated strand displacement mechanism possessing the true detection property. The advantages of our design are as follows: dual-rail logic is not required, the explicit use of the NOT gate is avoided, the circuit structure is simple

    更新日期:2020-03-21
  • Designing Dynamical Molecular Systems with the PEN Toolbox
    New Gener. Comput. (IF 0.889) Pub Date : 2020-03-19
    Nathanael Aubert-Kato; Leo Cazenille

    This tutorial paper focuses on the design, simulation, and optimization of polymerase–exonuclease–nickase (PEN) toolbox systems. The PEN toolbox is a molecular programming framework that relies on the interaction between DNA molecules and enzymes to produce highly non-linear dynamic systems. The flip side of that expressivity is that the design of systems relies heavily on trial-and-error, thus calling

    更新日期:2020-03-19
  • Knowledge-Driven Intelligent Survey Systems Towards Open Science
    New Gener. Comput. (IF 0.889) Pub Date : 2020-03-11
    Elspeth Edelstein; Jeff Z. Pan; Ricardo Soares; Adam Wyner

    In this paper, we propose Knowledge Graph (KG), an articulated underlying semantic structure, as a semantic bridge between humans, systems, and scientific knowledge. To illustrate our proposal, we focus on KG-based intelligent survey systems. In state-of-the-art systems, information is hard-coded or implicit, making it hard for researchers to reuse, customise, link, or transmit structured knowledge

    更新日期:2020-03-11
  • Augmenting Linked Data Ontologies with New Object Properties
    New Gener. Comput. (IF 0.889) Pub Date : 2020-02-08
    S. Subhashree; P. Sreenivasa Kumar

    Although several RDF knowledge bases are available through the Linked Open Data (LOD) initiative, the ontology schema of such linked datasets is not very rich. In particular, they lack object properties. The problem of finding new object properties between any two given classes has not been investigated in detail in the context of Linked Data. In the first part of this paper, we present DARO (Detecting

    更新日期:2020-02-08
  • Evaluation of Generalization Performance of Visuo-Motor Learning by Analyzing Internal State Structured from Robot Motion
    New Gener. Comput. (IF 0.889) Pub Date : 2020-01-22
    Hiroshi Ito; Kenjiro Yamamoto; Hiroki Mori; Tetsuya Ogata

    To provide robots with the flexibility they need to cope with various environments, motion generation techniques using deep learning have been proposed. Generalization in deep learning is expected to enable flexible processing in unknown situations and flexible motion generation. Motion generation models have been proposed to realize specific robot tasks, and their operation successes in unknown situations

    更新日期:2020-01-22
  • Neuro-SERKET: Development of Integrative Cognitive System Through the Composition of Deep Probabilistic Generative Models
    New Gener. Comput. (IF 0.889) Pub Date : 2020-01-22
    Tadahiro Taniguchi; Tomoaki Nakamura; Masahiro Suzuki; Ryo Kuniyasu; Kaede Hayashi; Akira Taniguchi; Takato Horii; Takayuki Nagai

    This paper describes a framework for the development of an integrative cognitive system based on probabilistic generative models (PGMs) called Neuro-SERKET. Neuro-SERKET is an extension of SERKET, which can compose elemental PGMs developed in a distributed manner and provide a scheme that allows the composed PGMs to learn throughout the system in an unsupervised way. In addition to the head-to-tail

    更新日期:2020-01-22
  • Attentional Reinforcement Learning in the Brain
    New Gener. Comput. (IF 0.889) Pub Date : 2020-01-02
    Hiroshi Yamakawa

    Recently, attention mechanisms have significantly boosted the performance of natural language processing using deep learning. An attention mechanism can select the information to be used, such as by conducting a dictionary lookup; this information is then used, for example, to select the next utterance word in a sentence. In neuroscience, the basis of the function of sequentially selecting words is

    更新日期:2020-01-02
  • Development and Evaluation of a New Platform for Accelerating Cross-Domain Data Exchange and Cooperation
    New Gener. Comput. (IF 0.889) Pub Date : 2019-11-29
    Daiji Iwasa; Teruaki Hayashi; Yukio Ohsawa

    The technologies for collecting and analyzing data are developing significantly, enabling us to gain new knowledge from various types of data. Recently, the considerably increasing expectation for cross-domain data exchange and cooperation has attracted attention from data markets. However, as we lack data-utilization knowledge, an accurate evaluation of data is difficult; a non-price indicator for

    更新日期:2019-11-29
  • A Survey on Modeling Language Evolution in the New Millennium
    New Gener. Comput. (IF 0.889) Pub Date : 2019-11-25
    Arianna D’Ulizia; Fernando Ferri; Patrizia Grifoni

    Language is a complex evolving system and it is not a trivial task to model the dynamics of processes occurring during its evolution. Therefore, modeling language evolution has attracted the interest of several researchers giving rise to a lot of models in the literature of the last millennium. This work reviews the literature devoted to computationally represent the evolution of human language through

    更新日期:2019-11-25
  • Mining High-Average Utility Itemsets with Positive and Negative External Utilities
    New Gener. Comput. (IF 0.889) Pub Date : 2019-11-07
    Irfan Yildirim; Mete Celik

    High-utility itemset mining (HUIM) is an emerging data mining topic. It aims to find the high-utility itemsets by considering both the internal (i.e., quantity) and external (i.e., profit) utilities of items. High-average-utility itemset mining (HAUIM) is an extension of the HUIM, which provides a more fair measurement named average-utility, by taking into account the length of itemsets in addition

    更新日期:2019-11-07
  • EmbNum+: Effective, Efficient, and Robust Semantic Labeling for Numerical Values
    New Gener. Comput. (IF 0.889) Pub Date : 2019-11-04
    Phuc Nguyen; Khai Nguyen; Ryutaro Ichise; Hideaki Takeda

    In recent years, there has been an increasing interest in numerical semantic labeling, in which the meaning of an unknown numerical column is assigned by the label of the most relevant columns in predefined knowledge bases. Previous methods used the p value of a statistical hypothesis test to estimate the relevance and thus strongly depend on the distribution and data domain. In other words, they are

    更新日期:2019-11-04
  • Interconnection of Biological Knowledge Using NikkajiRDF and Interlinking Ontology for Biological Concepts
    New Gener. Comput. (IF 0.889) Pub Date : 2019-09-27
    Tatsuya Kushida; Kouji Kozaki; Takahiro Kawamura; Yuka Tateisi; Yasunori Yamamoto; Toshihisa Takagi

    We investigated the interconnection on knowledge of biological molecules, biological phenomena, and diseases to efficiently collect information regarding the functions of chemical compounds and gene products, roles, applications, and involvements in diseases using knowledge graphs (KGs) developed from Resource Description Framework (RDF) data and ontologies. NikkajiRDF linked open data provide information

    更新日期:2019-09-27
  • A Semi-automated Ontology Construction for Legal Question Answering
    New Gener. Comput. (IF 0.889) Pub Date : 2019-09-06
    Biralatei Fawei; Jeff Z. Pan; Martin Kollingbaum; Adam Z. Wyner

    The internet and the development of the semantic web have created the opportunity to provide structured legal data on the web. However, most legal information is in text. It is difficult to automatically determine the right natural language answer about the law to a given natural language question. One approach is to develop systems of legal ontologies and rules. Our example ontology represents semantic

    更新日期:2019-09-06
  • Semantic Representation for Age Word Problems with Schemas
    New Gener. Comput. (IF 0.889) Pub Date : 2019-09-05
    Sowmya S. Sundaram; Savitha Sam Abraham

    A method of representing algebraic age word problems for automated solving has been proposed. Schemas pertinent to the domain have been represented as logical predicates and functions and used as an intermediate representation. Though data-driven methods have dominated the paradigm for solving word problems recently, we demonstrate that representing these word problems formally has advantages. We illustrate

    更新日期:2019-09-05
  • Concurrent Treaps and Impact of Locking Objects
    New Gener. Comput. (IF 0.889) Pub Date : 2019-09-04
    Praveen Alapati; Madhu Mutyam; Swamy Saranam

    We propose algorithms to perform operations concurrently on treaps in a shared memory multi-core environment. Concurrent treaps hold the advantage of using nodes’ priority for maintaining the height of the treaps. To achieve synchronization, concurrent treaps make use of fine-grained locking mechanism along with logical ordering and physical ordering of nodes’ keys. We initially study the throughput

    更新日期:2019-09-04
  • An Ontology-Based Kinematics Problem Solver Using Qualitative and Quantitative Knowledge
    New Gener. Comput. (IF 0.889) Pub Date : 2019-09-03
    Savitha Sam Abraham; Sowmya S. Sundaram

    One of the major tasks involved in the development of a knowledge-based problem solver is domain knowledge representation and reasoning. In this paper, we address this task for a knowledge-based kinematics word problem solver that solves problems from the domain of kinematics automatically, where solving each problem involves identifying the value of a specific unknown quantity referred to, within

    更新日期:2019-09-03
  • Query Extension Suggestions for Visual Query Systems Through Ontology Projection and Indexing
    New Gener. Comput. (IF 0.889) Pub Date : 2019-09-03
    Vidar N. Klungre; Ahmet Soylu; Ernesto Jimenez-Ruiz; Evgeny Kharlamov; Martin Giese

    Ontology-based visual query formulation is a viable alternative to textual query editors in the Semantic Web domain for extracting data from structured data sources in terms of the skills and knowledge required. A visual query system is at any moment responsible for providing the user with query extension suggestions; however, suggestions leading to empty results are often not useful. To this end,

    更新日期:2019-09-03
  • A Semantic-Based Framework for Rice Plant Disease Management
    New Gener. Comput. (IF 0.889) Pub Date : 2019-09-03
    Watanee Jearanaiwongkul; Chutiporn Anutariya; Frederic Andres

    Rice plant diseases can cause damages and yield losses. To reduce the productivity losses, farmers need to observe and decide suitable treatments for the diseases recognized from the abnormal characteristics appeared in their farms. Traditionally, farmers identify potential diseases from their experiences or by consulting other experts. However, this approach has certain disadvantages due to varying

    更新日期:2019-09-03
  • MAAI: Dynamic Equilibrium in Architecture
    New Gener. Comput. (IF 0.889) Pub Date : 2019-08-26
    Haruyuki Fujii

    This paper tries to express MAAI in architectural activity and its relation with computing. The notion of dynamic equilibrium has been employed as a metaphoric expression of MAAI. Architectural activity is assumed to be composed of the creation of architectural space, utilization of it, and inquiry into it. Some types of dynamic equilibrium are introduced as they are associated with this activity.

    更新日期:2019-08-26
  • Temporal Link Prediction: A Survey
    New Gener. Comput. (IF 0.889) Pub Date : 2019-08-13
    Aswathy Divakaran; Anuraj Mohan

    The evolutionary behavior of temporal networks has gained the attention of researchers with its ubiquitous applications in a variety of real-world scenarios. Learning evolutionary behavior of networks is directly related to link prediction problem, as the addition or removal of new links or edges over time leads to the network evolution. With the rise of large-scale temporal networks such as social

    更新日期:2019-08-13
  • Whole-Cell Modeling and Simulation: A Brief Survey
    New Gener. Comput. (IF 0.889) Pub Date : 2019-08-12
    Nayana G. Bhat; S. Balaji

    Gaining knowledge and engineering of biological systems require comprehensive models of cellular physiology with 100% predictability. The whole-cell models direct experiments in molecular biological science and empower simulation and computer-aided design in synthetic biology. Whole-cell modeling and simulation help in personalized medical treatment building a biological system through cell interactions

    更新日期:2019-08-12
  • TOMS: A Linked Open Data System for Collaboration and Distribution of Cultural Heritage Artifact Collections of National Museums in Thailand
    New Gener. Comput. (IF 0.889) Pub Date : 2019-08-10
    Weeraphan Chanhom; Chutiporn Anutariya

    The cultural heritage artifacts that have been collected in national museums serve as important resources for learning, and contribute to the country’s development. In this work, we present TOMS (Thailand Open Museum System), a semantic-based application designed to enable collaboration and the sharing of a wide range of information among national museums. This is accomplished by using linked open

    更新日期:2019-08-10
  • How Could and Should “Maai”, Empathetic Relation from Second-Person’s Viewpoint, Be Studied?
    New Gener. Comput. (IF 0.889) Pub Date : 2019-07-24
    Masaki Suwa

    “Maai” is a concept that represents a relation holding spatially and temporarily among more than two people or things, at least one of which is a human being. Forming a state of “maai” means to read the intentions or movements of the other, make adjustment of physical and/or mental distance, and organize a proper way of being there physically and mentally. In the modern era in which people make free

    更新日期:2019-07-24
  • Field Interaction Analysis: A Second-Person Viewpoint Approach to Maai
    New Gener. Comput. (IF 0.889) Pub Date : 2019-07-24
    Katsuya Takanashi; Yasuharu Den

    In this article, we investigate a second-person viewpoint approach to an interactive phenomenon called maai, in which interactants’ own perception and sense of relation to each other are central. In the basic ideas of conversation analysis (CA), one of the powerful methodologies for the second-person viewpoint approach to social interaction, it is paramount that analysts can descriptively trace participants’

    更新日期:2019-07-24
  • Phenomenology of Ma and Maai: An Interpretation of Zeami’s Body Cosmology from a Phenomenological Point of View
    New Gener. Comput. (IF 0.889) Pub Date : 2019-07-02
    Tetsuya Kono

    In this paper, I shall try to clarify from the standpoint of phenomenology, the essential features of the phenomenon of ma (間) and maai (間合い). I shall delineate their cultural and philosophical implications by interpreting the treatises of Noh by Motokiyo Zeami. Zeami was the most important Noh performer, playwright, and esthetic theorist. Ma is the physical/mental distance that prepares the advent

    更新日期:2019-07-02
  • Machine Discovery of Comprehensible Strategies for Simple Games Using Meta-interpretive Learning
    New Gener. Comput. (IF 0.889) Pub Date : 2019-04-25
    Stephen H. Muggleton; Celine Hocquette

    Recently, world-class human players have been outperformed in a number of complex two-person games (Go, Chess, Checkers) by Deep Reinforcement Learning systems. However, the data efficiency of the learning systems is unclear given that they appear to require far more training games to achieve such performance than any human player might experience in a lifetime. In addition, the resulting learned strategies

    更新日期:2019-04-25
  • From Fifth Generation Computing to Skill Science
    New Gener. Comput. (IF 0.889) Pub Date : 2019-04-25
    Tomonobu Ozaki; Randy Goebel; Katsumi Inoue

    Professor Koichi Furukawa, an eminent computer scientist and former Editor-in-Chief of the New Generation Computing journal, passed away on January 31, 2017. His passing was a surprise, and we were all shocked and saddened by the news. To remember the deceased, this article reviews the great career and contributions of Professor Koichi Furukawa, focusing on his research activities on the foundation

    更新日期:2019-04-25
  • Disjunctive Abduction
    New Gener. Comput. (IF 0.889) Pub Date : 2019-04-24
    Katsumi Inoue; Chiaki Sakama

    Given an observation or a goal, abduction infers candidate hypotheses to explain the observation or to achieve the goal. In this paper, we consider disjunctive abduction, in which disjunctions play important roles in abduction. Machine-oriented intelligent systems can utilize disjunctive abduction in many ways. For example, consider the case in which multiple explanations exist for an observation.

    更新日期:2019-04-24
  • Dr. Furukawa’s View in Using Abductive Logic Programming for Promoting Cognition
    New Gener. Comput. (IF 0.889) Pub Date : 2019-04-15
    Masaki Suwa

    Dr. Furukawa had a sharp view in pinpointing that the crucial issue in skill science lies in discovering missing parts, that it is an act of abductive thinking, and that logic programming can be best used to encourage people, who intend to learn embodied skills, to think and feel more than without it. In the wake of the grief that our communities lost Dr. Furukawa, discussions on implications that

    更新日期:2019-04-15
  • A Representation of Rhythmic Motions
    New Gener. Comput. (IF 0.889) Pub Date : 2019-04-03
    Tsutomu Fujinami; Shohei Hidaka

    Skill is an action requiring intelligence. It has been debated whether motions require representations because they are thought to describe procedures. The dichotomy between thought and execution has puzzled us because we are unsure how thinking process intervenes with execution and how execution is understood by thinking process. We have in other words no logical theory of executions. We propose an

    更新日期:2019-04-03
  • Methodological and Philosophical Issues in Studies on Embodied Knowledge
    New Gener. Comput. (IF 0.889) Pub Date : 2019-04-03
    Masaki Suwa

    We argue that studies on embodied knowledge should deal with the process of how knowledge is learned, if we consider the essential meaning of the notion of “embodiment”. In other words, those studies are supposed to deal with the flow of time as the learner lives a life, because learning of embodied knowledge is intrinsically embedded in minds, social contexts, and life. Then, in examinations of learning

    更新日期:2019-04-03
  • A Hybrid Knowledge Push Method Based on Trust-Aware and Item-Cluster Oriented to Product Design
    New Gener. Comput. (IF 0.889) Pub Date : 2019-03-06
    Shuyou Zhang; Ye Gu; Guodong Yi

    A knowledge push system as a proactive method of knowledge management, and is an effective way to push knowledge to designers in the product design process. Knowledge push can help to improve design efficiency and quality, but the knowledge pushed to designers is less applicable in engineering scenarios. To improve the quality of knowledge push, we propose the trust-aware and item-cluster strategies

    更新日期:2019-03-06
  • Modeling of Decision Trees Through P Systems
    New Gener. Comput. (IF 0.889) Pub Date : 2019-02-14
    José M. Sempere

    In this paper, we propose a decision-tree modeling in the framework of membrane computing. We propose an algorithm to obtain a P system that is equivalent to any decision tree taken as input. In our case, and unlike previous proposals, we formulate the concepts of decision trees endogenously, since there is no external agent involved in the modeling. The tree structure can be defined naturally by the

    更新日期:2019-02-14
  • A Time Series Structure Analysis Method of a Meeting Using Text Data and a Visualization Method of State Transitions
    New Gener. Comput. (IF 0.889) Pub Date : 2018-12-17
    Ryotaro Okada; Takafumi Nakanishi; Yuichi Tanaka; Yutaka Ogasawara; Kazuhiro Ohashi

    In this paper, we present a time series structure analysis method of a meeting using text data and a method for the visualization of state transitions. Our method evaluates and visualizes the convergence/divergence of the meeting in a time series using text data from the meeting. It is important to facilitate and review meetings for improving efficiency. Therefore, it is important not only to review

    更新日期:2018-12-17
  • Pattern Formation on Discrete Gel Matrix Based on DNA Computing
    New Gener. Comput. (IF 0.889) Pub Date : 2018-11-17
    Takuto Hosoya; Ibuki Kawamata; Shin-ichiro M. Nomura; Satoshi Murata

    In this paper, we consider the implementation of a cellular automaton by DNA computing. The proposed system is a reaction–diffusion system built on a structured hydrogel matrix that mimics cellular compartments of biological tissues. Since the cellular automaton is materialized by a hydrogel matrix, the system is called gellular automaton which is theoretically capable of pattern formation and computation

    更新日期:2018-11-17
  • Rule Extraction from Neural Network Using Input Data Ranges Recursively
    New Gener. Comput. (IF 0.889) Pub Date : 2018-11-11
    Manomita Chakraborty; Saroj Kumar Biswas; Biswajit Purkayastha

    Neural network is one of the best tools for data mining tasks due to its high accuracy. However, one of the drawbacks of neural network is its black box nature. This limitation makes neural network useless for many applications which require transparency in their decision-making process. Many algorithms have been proposed to overcome this drawback by extracting transparent rules from neural network

    更新日期:2018-11-11
  • Fostering the Use of Declarative Formalisms for Real-World Applications: The EmbASP Framework
    New Gener. Comput. (IF 0.889) Pub Date : 2018-09-29
    Francesco Calimeri; Davide Fuscà; Stefano Germano; Simona Perri; Jessica Zangari

    Thanks to a number of efficient implementations, the use of logic formalisms for problem-solving has been increased in several real-world domains. This is the case, for instance, of action languages, such as planning domain definition language (PDDL), or answer set programming (ASP), which is a well-established declarative problem-solving paradigm that became widely used in AI and recognized as a powerful

    更新日期:2018-09-29
  • Understanding Metaphors Using Emotions
    New Gener. Comput. (IF 0.889) Pub Date : 2018-09-11
    Sunny Rai; Shampa Chakraverty; Devendra K. Tayal; Divyanshu Sharma; Ayush Garg

    Metaphors convey unspoken emotions and perceptions by creatively applying an evocative concept from the source domain to illustrate some latent idea in the target domain. Prior research on nominal metaphor interpretation focused on identifying those properties of the source domain which are highly related to the target domain concepts to discover the most likely sense of the metaphor’s usage. In this

    更新日期:2018-09-11
  • FliPpr : A System for Deriving Parsers from Pretty-Printers
    New Gener. Comput. (IF 0.889) Pub Date : 2018-08-27
    Kazutaka Matsuda; Meng Wang

    When implementing a programming language, we often write a parser and a pretty-printer. However, manually writing both programs is not only tedious but also error-prone; it may happen that a pretty-printed result is not correctly parsed. In this paper, we propose FliPpr, which is a program transformation system that uses program inversion to produce a CFG parser from a pretty-printer. This novel approach

    更新日期:2018-08-27
  • Reversing Event Structures
    New Gener. Comput. (IF 0.889) Pub Date : 2018-08-24
    Irek Ulidowski; Iain Phillips; Shoji Yuen

    Reversible computation has attracted increasing interest in recent years. In this paper, we show how to model reversibility in concurrent computation as realised abstractly in terms of event structures. Two different forms of event structures are considered, namely event structures defined by causation and prevention relations and event structures given by an enabling relation with prevention. We then

    更新日期:2018-08-24
  • On Implementing the Push-Relabel Algorithm on Top of Pregel
    New Gener. Comput. (IF 0.889) Pub Date : 2018-08-22
    Shigeyuki Sato

    Although the vertex-centric model originating from Pregel has been well studied, its applications are limited and biased. While PageRank, which can be formalized as a network flow problem, is one of the most common (or overused) applications, the maximum flow problem, which is the most fundamental problem on flow networks, has never been dealt with. In this work, in order to analyze the applicability

    更新日期:2018-08-22
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