2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)最新文献_第4页

An adaptive background estimation for real-time object localization on a color-coded environment 彩色编码环境下实时目标定位的自适应背景估计

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872756

Peter Chondro, S. Ruan

引用次数: 3

Comparative analysis of string similarity and corpus-based similarity for automatic essay scoring system on e-learning gamification 网络学习游戏化论文自动评分系统中字符串相似性与基于语料库的相似性对比分析

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872785

Eko Sakti Pramukantoro, M. Fauzi

{"title":"Comparative analysis of string similarity and corpus-based similarity for automatic essay scoring system on e-learning gamification","authors":"Eko Sakti Pramukantoro, M. Fauzi","doi":"10.1109/ICACSIS.2016.7872785","DOIUrl":"https://doi.org/10.1109/ICACSIS.2016.7872785","url":null,"abstract":"Essay assessment within e-learning need to be conducted manually by human expert. This process takes time and costly. Hence, automatic essay scoring is needed. Since the scoring system will be integrated to the e-learning, we need a computationally lightweight method that still does not rule out the accuracy of the assessment. In this paper, we propose an automatic scoring system for essay examination using unsupervised approaches. We compare and analyze two similarity measure methods, cosine similarity and latent semantic analysis. The parameters that was used to measure the performance of the methods are the computational complexity — measured by the amount of CPU and memory usage, and page load time — and accuracy — measured by Pearson Correlation and Mean Absolute Error. The results showed that both algorithm consumed same amount of memory. For CPU usage, LSA consumption is 0.13% and cosine's is 0.06%. For page load time, cosine similarity is faster than LSA which is 0.2 second and 0.5 second consecutively. Based on the correlation measure with Pearson, LSA is more superior to the cosine similarity by 0.59 to 0.49. LSA also has less MAE than cosine similarity which is 5.69 compared to 5.33. From that result, LSA and Cosine Similarity has a very competitive result in accuracy. However, Cosine has a better server performance so that preferred to be implemented in e-learning automatic essay scoring system.","PeriodicalId":267924,"journal":{"name":"2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128263528","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: 25

Human emotion recognition based on active appearance model and semi-supervised fuzzy C-means 基于主动外观模型和半监督模糊c均值的人类情感识别

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872744

D. Liliana, M. R. Widyanto, T. Basaruddin

引用次数: 19

Combining topological and topical features for community detection 结合拓扑特征和局部特征进行社区检测

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872775

Retnani Latifah, M. Adriani

引用次数: 0

Query refinement in recommender system based on product functional requirements 基于产品功能需求的推荐系统查询细化

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872760

Z. Baizal, D. H. Widyantoro, N. Maulidevi

引用次数: 14

Adaptive genetic algorithm for reliable training population in plant breeding genomic selection 植物育种基因组选择中可靠训练群体的自适应遗传算法

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872803

S. C. Purbarani, Ito Wasito, Ilham Kusuma

引用次数: 1

Inhibiting factors of Service Level Agreement (SLA) adoption in Government to Citizen (G2C) services: A case of Indonesia 政府对公民(G2C)服务采用服务水平协议(SLA)的抑制因素:以印度尼西亚为例

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872800

M. Reta, A. Hidayanto, P. Sandhyaduhita, B. Nazief

引用次数: 1

Automatic features reduction procedures in palm vein recognition 手掌静脉识别中的自动特征还原程序

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872738

Prasti Eko Yunanto, H. Nugroho, W. T. Agung Budi

引用次数: 3

Sensor node for data sampling and correlation analysis of CO2 concentration with air humidity, temperature, and light intensity 传感器节点用于数据采样和二氧化碳浓度与空气湿度、温度和光照强度的相关性分析

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872793

A. Arshad, Novian Habibie, A. Wibisono, P. Mursanto, W. S. Nugroho, W. Jatmiko

{"title":"Sensor node for data sampling and correlation analysis of CO2 concentration with air humidity, temperature, and light intensity","authors":"A. Arshad, Novian Habibie, A. Wibisono, P. Mursanto, W. S. Nugroho, W. Jatmiko","doi":"10.1109/ICACSIS.2016.7872793","DOIUrl":"https://doi.org/10.1109/ICACSIS.2016.7872793","url":null,"abstract":"Carbon Dioxide gas (CO2) gas contained in our air which has many roles in environment, but in a huge amount it became dangerous. To encounter that, the system for CO2 monitoring is needed. One of the most effective way is using Wireless Sensor Network (WSN). This system capable to monitor concentration of CO2 and another variable using sensor nodes. But not all of that parameters is correlated to concentration of CO2. To make monitoring system runs efficiently, correlation analysis between variables is needed. This research conduct a correlation analysis between concentration of CO2 and humidity, temperature and light intensity from data collected by our own-made digital sensor node. Data gathered for seven days in one location with a fluctuate environment condition. Correlation calculated with Spearman's rho method. The result is CO2 and air humidity have a strong positive correlation with air humidity (0.726), weak negative correlation with light intensity (−0.319), and no correlation with air temperature (−0.008).","PeriodicalId":267924,"journal":{"name":"2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)","volume":"115 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124812756","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

Impact of express delivery service quality towards repurchase intention by B2C and C2C: A case of Indonesia 快递服务质量对B2C和C2C回购意愿的影响——以印尼为例

2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2016-10-01 DOI: 10.1109/ICACSIS.2016.7872779

Yoga Nurdani, P. Sandhyaduhita

{"title":"Impact of express delivery service quality towards repurchase intention by B2C and C2C: A case of Indonesia","authors":"Yoga Nurdani, P. Sandhyaduhita","doi":"10.1109/ICACSIS.2016.7872779","DOIUrl":"https://doi.org/10.1109/ICACSIS.2016.7872779","url":null,"abstract":"Express delivery is claimed to be a critical factor that affects e-commerce customer satisfaction and previous studies showed that customer satisfaction in turn affects customer's intention to repurchase. However, no research has discussed the relationship between express delivery service quality to repurchase intention in e-commerce. Thus, perceiving the importance of the express delivery service quality to the e-commerce industry, this research aims to examine the impact of express delivery service quality especially in B2C and C2C e-commerce. This study was conducted using a quantitative approach by distributing questionnaires to B2C or C2C e-commerce customers who ever made a purchase and had the goods shipped using express delivery services. Data of 582 respondents were collected and then analyzed using Covariance Based SEM (CB-SEM) with AMOS 22. The results showed that responsiveness and empathy dimensions of express delivery's service quality dimension give positive influence towards both customer satisfaction and trust to shop online, which will subsequently give positive influence toward repurchase intention.","PeriodicalId":267924,"journal":{"name":"2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125530839","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