2019 10th International Conference on Information and Communication Systems (ICICS)最新文献_第4页

ICICS 2019 Message from the General Chair ICICS 2019大会主席致辞

2019 10th International Conference on Information and Communication Systems (ICICS) Pub Date : 2019-06-01 DOI: 10.1109/iacs.2019.8809168

引用次数: 0

Dynamic Recognition for User Age-Group Classification Using Hand-Writing Based Finger on Smartphones 基于智能手机手写手指的用户年龄组动态识别

2019 10th International Conference on Information and Communication Systems (ICICS) Pub Date : 2019-06-01 DOI: 10.1109/IACS.2019.8809083

Suleyman Al-Showarah

{"title":"Dynamic Recognition for User Age-Group Classification Using Hand-Writing Based Finger on Smartphones","authors":"Suleyman Al-Showarah","doi":"10.1109/IACS.2019.8809083","DOIUrl":"https://doi.org/10.1109/IACS.2019.8809083","url":null,"abstract":"The way people interact with handheld devices such as smartphone and tablet tends heavily dependent on age and experience. It can argued that the automatic identification of an age group or a level of user’s experience based on the way they are using the devices could contribute greatly to providing adaptive usage environment for each user. This study aims to investigate the effectiveness of employing the dynamic features generated by users of smartphones and tablets to automatically recognise their age group. To achieve that we created a database of over 2520 trials from 42 participants of elderly (60+) and younger users (20-39) using finger based handwriting of 10 different English words. The user recognition consists of three stages: collecting touch hand writing data, extracting features, and classification. Handwriting on touchscreen data was collected on two sizes of smartphones devices based finger. The features used were force pressure (FP), movement time (MT), and signature precision (SP). In the training dataset, the feature’s average for each trial of 6 across 10 words was calculated. A KNN classification is used to classify user age. The study considered number of users in the training dataset for 100%, 50%, and one user (i.e. 1%). The results revealed there were high classification accuracy on small smartphone compared to mini-tablet. The classification accuracy using the combined features for all users on the training dataset was (82%) on small smartphone and (77%) on mini-tablet. We found that the classification of younger users (95%) were more accurate than the elderly users (55%). The study provides an evidence of the possibility of classifying user age group based on hand writing words on touchscreen based finger.","PeriodicalId":225697,"journal":{"name":"2019 10th International Conference on Information and Communication Systems (ICICS)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125168720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Genetic-based Key Splitting Algorithm for the Two Layered Protection Scheme 基于遗传的两层保护密钥分割算法

2019 10th International Conference on Information and Communication Systems (ICICS) Pub Date : 2019-06-01 DOI: 10.1109/IACS.2019.8809105

O. Banimelhem, Hiba Al-Dahoud, E. Taqieddin, M. Mowafi

引用次数: 0

ICICS 2019 Index ICICS 2019索引

2019 10th International Conference on Information and Communication Systems (ICICS) Pub Date : 2019-06-01 DOI: 10.1109/iacs.2019.8809139

引用次数: 0

Scalable and Parameterizable Processor Array Architecture for Similarity Distance Computation 用于相似距离计算的可扩展和可参数化处理器阵列架构

2019 10th International Conference on Information and Communication Systems (ICICS) Pub Date : 2019-06-01 DOI: 10.1109/IACS.2019.8809140

Awos Kanan, F. Gebali, Atef Ibrahim, K. F. Li

引用次数: 0

Using Decision Tree and Artificial Neural Network to Predict Students Academic Performance 运用决策树和人工神经网络预测学生学习成绩

2019 10th International Conference on Information and Communication Systems (ICICS) Pub Date : 2019-06-01 DOI: 10.1109/IACS.2019.8809106

Yasmeen Shaher Alsalman, Nancy Khamees Abu Halemah, Eman Alnagi, W. Salameh

引用次数: 26

New Features for Eye-Tracking Systems: Preliminary Results 眼动追踪系统的新功能:初步结果

2019 10th International Conference on Information and Communication Systems (ICICS) Pub Date : 2019-06-01 DOI: 10.1109/IACS.2019.8809129

Audi I. Al-Btoush, M. Abbadi, Ahmad Hassanat, A. Tarawneh, Asad Hasanat, V. Prasath

{"title":"New Features for Eye-Tracking Systems: Preliminary Results","authors":"Audi I. Al-Btoush, M. Abbadi, Ahmad Hassanat, A. Tarawneh, Asad Hasanat, V. Prasath","doi":"10.1109/IACS.2019.8809129","DOIUrl":"https://doi.org/10.1109/IACS.2019.8809129","url":null,"abstract":"Due to their large number of applications, eye-tracking systems have gain attention recently. In this work, we propose 4 new features to support the most used feature by these systems, which is the location (x, y). These features are based on the white areas in the four corners of the sclera; the ratio of the whites area (after segmentation) to the corners area is used as a feature coming from each corner. In order to evaluate the new features, we designed a simple eye-tracking system using a simple webcam, where the users faces and eyes are detected, which allows for extracting the traditional and the new features. The system was evaluated using 10 subjects, who looked at 5 objects on the screen. The experimental results using some machine learning algorithms show that the new features are user dependent, and therefore, they cannot be used (in their current format) for a multiuser eye-tracking system. However, the new features might be used to support the traditional features for a better single-user eye-tracking system, where the accuracy results were in the range of 0.90 to 0.98.","PeriodicalId":225697,"journal":{"name":"2019 10th International Conference on Information and Communication Systems (ICICS)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129348769","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Computational Creativity: The Design of a Creative Computer Program 计算创造力:创造性计算机程序的设计

2019 10th International Conference on Information and Communication Systems (ICICS) Pub Date : 2019-06-01 DOI: 10.1109/IACS.2019.8809107

Lana Issa, Firas Alghanim, Nadim Obeid

{"title":"Computational Creativity: The Design of a Creative Computer Program","authors":"Lana Issa, Firas Alghanim, Nadim Obeid","doi":"10.1109/IACS.2019.8809107","DOIUrl":"https://doi.org/10.1109/IACS.2019.8809107","url":null,"abstract":"Computer and cognitive scientists are making serious attempts via developing algorithms which aim to simulate some aspects of human’s cognitive behavior.In this context, it is not surprising that research efforts are directed towards studying human’s creativity in an attempt to understand how humans produce creative content, and in what sense does it differ from cognitive content.The idea we are proposing in this research is that we may to a certain level, though humble, emulate some aspects of human creativity. We propose a method which involves designing a program that generates content that could be considered creative. It is important to note that we are not making any claim about matching human creativity level which we believe is limitless and cannot be measured. We shall apply our proposed program on a field that is considered as one of the creative fields in human life and that is based on the idea of combinatorial creativity. The field is culinary arts. The program has been tested to generate creative culinary content using the culinary knowledge of certain Arabic countries and modeling their culinary practice into several steps inspired by the pattern of their process of combining several ingredients.The results were satisfying where only 2 out of 255 were considered as unacceptable results. The program showed its ability in generating creative content in the field of culinary arts. We aim to expand our experiments and to generalize this program to suit several artistic domains.","PeriodicalId":225697,"journal":{"name":"2019 10th International Conference on Information and Communication Systems (ICICS)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133720013","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Recent Advances of Affect Detection from Arabic Text 阿拉伯语文本情感检测的新进展

2019 10th International Conference on Information and Communication Systems (ICICS) Pub Date : 2019-06-01 DOI: 10.1109/IACS.2019.8809155

Saja Khaled Tawalbehe, Omar Alzoubi, Mohammad Al-Smadi

{"title":"Recent Advances of Affect Detection from Arabic Text","authors":"Saja Khaled Tawalbehe, Omar Alzoubi, Mohammad Al-Smadi","doi":"10.1109/IACS.2019.8809155","DOIUrl":"https://doi.org/10.1109/IACS.2019.8809155","url":null,"abstract":"Emotion Detection (ED) from text has been an active research field recently. It has attracted the attention of researchers as it can measure the emotional contexts while humans interact with computers. Humans could express their emotion in various ways; using typed text, facial expressions, speech, gestures, and physiological measures. ED is considerably different from sentiment analysis SA, where SA goal is to detect polarity from text such as positive, negative or neutral. On the other hand, ED aims to recognize emotions from input text. Emotions can be modeled as discrete categories, e.g. Ekmans six basic emotions (angry, fear, joy, disgust, surprise and sadness). On the other hand there is the dimensional model that express emotions as valence, arousal and dominance values. Social media provides a rich source of emotional text, e.g. Twitter and Facebook. In this paper, we provide a review of recent work on ED from Arabic text. We discuss approaches (lexicons, machine learning, deep neural networks and ensemble approaches), tools for text processing, and We also discuss description of the most popular datasets in this domain.","PeriodicalId":225697,"journal":{"name":"2019 10th International Conference on Information and Communication Systems (ICICS)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130753978","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

New Online/Offline text-dependent Arabic Handwriting dataset for Writer Authentication and Identification 新的在线/离线文本依赖的阿拉伯语手写数据集，用于作家身份验证和识别

2019 10th International Conference on Information and Communication Systems (ICICS) Pub Date : 2019-06-01 DOI: 10.1109/IACS.2019.8809080

Mohammad Alshamaileh, Ahmad Hassanat, A. Tarawneh, M. Sohel Rahman, C. Celik, Moohanad Jawthari

引用次数: 8