International Conference on Computer Systems and Technologies最新文献

21st Century Skills of ICT Professionals: the Requirements of Business and Readiness of Higher Education in Bulgaria 信息通信技术专业人员的21世纪技能:保加利亚高等教育的商业要求和准备

International Conference on Computer Systems and Technologies Pub Date : 2020-06-19 DOI: 10.1145/3407982.3408004

A. Antonova, E. Stefanova, N. Nikolova, Pencho Mihnev, B. Bontchev

{"title":"21st Century Skills of ICT Professionals: the Requirements of Business and Readiness of Higher Education in Bulgaria","authors":"A. Antonova, E. Stefanova, N. Nikolova, Pencho Mihnev, B. Bontchev","doi":"10.1145/3407982.3408004","DOIUrl":"https://doi.org/10.1145/3407982.3408004","url":null,"abstract":"Universities need to increasingly adapt their educational methods in order to prepare the new generation of experts with additional skills for the future of work. Especially in the field of ICT, besides proficiency in theoretical and subject-related ICT knowledge and practical programming skills, young graduates have to demonstrate mastery in different transversal and soft skills. Taking into account that the ICT sector is one of the most knowledge-intensive, export-oriented and globally recognized sectors in Bulgaria, the quality of the ICT training is substantially important for its future competitiveness and growth. Stepping on a theoretical framework for 21st century skills, the present research aims to outline what are the key 21st century skills of the young graduates, as evaluated by ICT employers and University lecturers. By presenting the outcomes of ten in-depth, semi-structured interviews with company owners, business leaders, HR managers, and academics, the paper outlines the main trends and rankings of the soft skills for ICT graduates, without taking in consideration the specific professional competences or subject-related knowledge. The first part introduces the context, the methodology and the scope of the research. The outcomes of the interviews are presented both as quantitative figures and as specific comments of the participants, highlighting different practical aspects. Finally, the current analysis provides fruitful insights and recommendations about the new types of methods for training relevant for the ICT sector 21st century skills.","PeriodicalId":316788,"journal":{"name":"International Conference on Computer Systems and Technologies","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117299109","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

Comparison of algorithms for near-optimal dominating sets computation in real-world networks 现实网络中近似最优支配集计算算法的比较

International Conference on Computer Systems and Technologies Pub Date : 2015-06-25 DOI: 10.1145/2812428.2812443

Martin Nehéz, Dusan Bernát, Martin Klauco

引用次数: 8

On speeding up the implementation of nearest neighbour search and classification 加快实现最近邻搜索和分类

International Conference on Computer Systems and Technologies Pub Date : 2015-06-25 DOI: 10.1145/2812428.2812464

Ivo Marinchev, G. Agre

{"title":"On speeding up the implementation of nearest neighbour search and classification","authors":"Ivo Marinchev, G. Agre","doi":"10.1145/2812428.2812464","DOIUrl":"https://doi.org/10.1145/2812428.2812464","url":null,"abstract":"The paper presents practical approaches and techniques to speeding up implementations of nearest neighbour search/classification algorithm for high dimensional data and/or many training examples. Such settings often appear in the fields of big data and data mining. We apply a fast iterative form of polar decomposition and use the computed matrix to pre-select smaller number of candidate classes for the query element. We show that additional speed up can be achieved when the training classes consists of many instances by subdividing them in subclasses by fast approximation of some clustering algorithm and the resulting classification is used for building the decomposition matrix. Our pre-processing (depends linearly or near linearly on the number of examples and dimensions) and pre-selection steps (depends on number of classes) can be used with any well-known indexing method as annulus method, kd-trees, metric trees, r-trees, cover trees, etc to limit the training instances used in the search/classification process. Finally we introduce what we name cluster index and show that in practice it extends the applicability of the indexing structures with higher order complexity to bigger datasets.","PeriodicalId":316788,"journal":{"name":"International Conference on Computer Systems and Technologies","volume":"85 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122361828","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

Reusability based program clone detection: case study on large scale healthcare software system 基于可重用性的程序克隆检测:大型医疗软件系统的案例研究

International Conference on Computer Systems and Technologies Pub Date : 2015-06-25 DOI: 10.1145/2812428.2812471

Petri Pulkkinen, Johannes Holvitie, O. Nevalainen, V. Leppänen

引用次数: 6

Database technologies in the world of big data 大数据世界中的数据库技术

International Conference on Computer Systems and Technologies Pub Date : 2015-06-25 DOI: 10.1145/2812428.2812429

J. Pokorný

{"title":"Database technologies in the world of big data","authors":"J. Pokorný","doi":"10.1145/2812428.2812429","DOIUrl":"https://doi.org/10.1145/2812428.2812429","url":null,"abstract":"Now we have a number of database technologies called usually NoSQL, like key-value, column-oriented, and document stores as well as search engines and graph databases. Whereas SQL software vendors offer advanced products with the capability to handle highly complex queries and transactions, NoSQL databases share rather characteristics concerning scaling and performance, as e.g. auto-sharding, distributed query support, and integrated caching. Their drawbacks can be a lack of schema or data consistency, difficulty in testing and maintaining, and absence of a higher query language. Complex data modelling and the SQL language as the only access tool to data are missing here. On the other hand, last studies show that both SQL and NoSQL databases have value for both for transactional and analytical Big Data. Top databases providers offer rearchitected database technologies combining row data stores with columnar in-memory compression enabling processing large data sets and analytical querying, often over massive, continuous data streams. The technological progress led to development of massively parallel processing analytic databases. The paper presents some details of current database technologies, their pros and cons in different application environments, and emerging trends in this area.","PeriodicalId":316788,"journal":{"name":"International Conference on Computer Systems and Technologies","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131083384","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: 14

Navigation support for old and handicapped persons in urban regions 城市老年人和残疾人导航支持

International Conference on Computer Systems and Technologies Pub Date : 2015-06-25 DOI: 10.1145/2812428.2812463

A. Iwainsky

引用次数: 1

"Good Vibrations": a complete software solution for experimental, operational modal analysis and operating deflection shapes “良好的振动”:一个完整的软件解决方案，用于实验，操作模态分析和操作挠度形状

International Conference on Computer Systems and Technologies Pub Date : 2015-06-25 DOI: 10.1145/2812428.2812478

D. Herfert, M. Gollnick

引用次数: 1

Applying graph-based data mining concepts to the educational sphere 将基于图的数据挖掘概念应用于教育领域

International Conference on Computer Systems and Technologies Pub Date : 2015-06-25 DOI: 10.1145/2812428.2812436

András London, Áron Pelyhe, C. Holló, Tamás Németh

引用次数: 8

Architecture of automated communication and data processing system for forensic medicine 法医学自动通信与数据处理系统体系结构

International Conference on Computer Systems and Technologies Pub Date : 2015-06-25 DOI: 10.1145/2812428.2812437

Borislav Banchev, Tsvetozar Georgiev

引用次数: 4

Solution for content interoperability among digital libraries for orthodox artefacts and knowledge 传统文物和知识的数字图书馆之间的内容互操作性解决方案

International Conference on Computer Systems and Technologies Pub Date : 2015-06-25 DOI: 10.1145/2812428.2812474

D. Paneva-Marinova, Maxim Goynov, Detelin Luchev, R. Pavlov

引用次数: 8