Proceeding of: Proceedings of the 16th International Multiconference INFORMATION SOCIETY - IS 2013

Zbornik 16. mednarodne multikonference

INFORMACIJSKA DRUŽBA – IS 2013Zvezek A

Proceedings of the 16th International Multiconference

INFORMATION SOCIETY – IS 2013Volume A

Uredili / Edited by

Matjaž Gams, Rok Piltaver, Dunja Mladenić, Marko Grobelnik, Franc Novak, Bojan Blažica, Ciril Bohak, Luka Čehovin, Marjan Heričko, Urban Kordeš, Zala Kurinčič, Katarina Marjanovič, Toma Strle, Vladimir A. Fomichov, Olga S. Fomichova, Vladislav Rajkovič, Tanja Urbančič, Mojca Bernik, Andrej Brodnik

7.–11. oktober 2013 / October 7th–11th, 2013Ljubljana, Slovenia

Zbornik 16. mednarodne multikonference

INFORMACIJSKA DRUŽBA −−−− IS 2013 Zvezek A


INFORMATION SOCIETY −−−− IS 2013 Volume A

Inteligentni sistemi

Izkopavanje znanja in podatkovna skladišča (SiKDD 2013) Interakcija človek-računalnik v informacijski družbi

Sodelovanje, programska oprema in storitve v informacijski družbi Kognitivna znanost

Kognitonika Vzgoja in izobraževanje v informacijski družbi

Srednjeevropska konferenca o uporabnem teoretičnem računalništvu (MATCOS 2013)

Intelligent Systems

Data Mining and Data Warehouses (SiKDD 2013) Human-Computer Interaction in Information Society

Collaboration, Software and Services in Information Society Cognitive Science

Cognitonics Education in Information Society

Middle-European Conference on Applied Theoretical Computer Science (MATCOS 2013)

Uredili / Edited by

Matjaž Gams, Rok Piltaver, Dunja Mladenić, Marko Grobelnik, Franc Novak, Bojan

Blažica, Ciril Bohak, Luka Čehovin, Marjan Heričko, Urban Kordeš, Zala Kurinčič,

Katarina Marjanovič, Toma Strle, Vladimir A. Fomichov, Olga S. Fomichova, Vladislav

Rajkovič, Tanja Urbančič, Mojca Bernik, Andrej Brodnik

http://is.ijs.si

7.−11. oktober 2013 / October 7th–11th, 2013

Ljubljana, Slovenia

Uredniki:

prof. dr. Matjaž Gams

Rok Piltaver

prof. dr. Dunja Mladenić

Marko Grobelnik

prof. dr. Franc Novak

Bojan Blažica

Ciril Bohak

Luka Čehovin

prof. dr. Marjan Heričko

dr. Urban Kordeš

Zala Kurinčič

Katarina Marjanovič

Toma Strle

prof. dr. Vladimir A. Fomichov

prof. dr. Olga S. Fomichova

prof. dr. Vladislav Rajkovič

prof. dr. Tanja Urbančič

dr. Mojca Bernik

prof. dr. Andrej Brodnik

Založnik: Institut »Jožef Stefan«, Ljubljana

Priprava zbornika: Vedrana Vidulin, Mitja Lasič, Vesna Lasič

Oblikovanje naslovnice: Vesna Lasič, Mitja Lasič, Mitja Luštrek

Ljubljana, oktober 2013

Preko 5000 let slovenske inovativnosti.

Spomladi leta 2002 je ekipa Inštituta za arheologijo na Ljubljanskem barju odkrila ostanke lesenega kolesa in osi. Z radiokarbonsko metodo so v VERA laboratoriju na Dunaju ugotovili, da

kolo datira iz 3360-3080 pr.n.št., kar ga postavlja za najstarejše leseno kolo na svetu in ga uvršča v vrh svetovne dediščine.

More than 5000 years of Slovenian inovativeness.

In the spring of 2002, the team from the Institute of Archaeology at the Ljubljana Marshes discovered the remains of a wooden wheel and axle. The radiocarbon method in the VERA

laboratory in Vienna found that wheel dating from 3360-3080 BC, which makes it the oldest wooden wheel in the world and one of the top world heritage.

PREDGOVOR MULTIKONFERENCI INFORMACIJSKA DRUŽBA 2013

V svojem šestnajstem letu multikonferenca Informacijska družba (http://is.ijs.si) ostaja pomembna

srednjeevropska konferenca na področju informacijske družbe. Informacijska družba, znanje in umetna

inteligenca se razvijajo čedalje hitreje in nekoč utopične ideje Raya Kurtzweila, da se človeška družba

približuje točki singularnosti, kjer bo preskočila v novo, najkvalitetnejše obdobje človeške civilizacije, so

danes marsikje razumljene tako, da je časovni interval »točke singularnosti« že tu. V 2013 bomo prvič

podelili nagrado za življenjske dosežke v čast Donalda Michija in Alana Turinga. Letos smo v

multikonferenco povezali devet odličnih neodvisnih konferenc. Na multikonferenci predstavljamo,

analiziramo in preverjamo nova odkritja in pripravljamo teren za njihovo praktično uporabo, saj je njen

osnovni namen promocija raziskovalnih dosežkov in spodbujanje njihovega prenosa v prakso na različnih

področjih informacijske družbe tako v Sloveniji kot tujini. Še bolj kot prejšnja leta smo prepričani, da sta

stroka in vizija najpomembnejši za izhod iz stagnacije, v katero sta zašli Evropa in Slovenija.

Na vzporednih konferencah bo predstavljenih okoli 200 referatov, vključevala pa bo tudi okrogle mize in

razprave. Referati so objavljeni v zbornikih multikonference, izbrani prispevki pa bodo izšli tudi v

posebnih številkah dveh znanstvenih revij, od katerih je ena Informatica, ki se ponaša s 36-letno tradicijo

odlične znanstvene revije.

Multikonferenco Informacijska družba 2013 sestavljajo naslednje samostojne konference: • Inteligentni sistemi

• Rudarjenje podatkov in podatkovna skladišča

• Sodelovanje, programska oprema in storitve v informacijski družbi

• Soočanje z demografskimi izzivi

• Vzgoja in izobraževanje v informacijski družbi

• Kognitivna znanost

• Kognitonika

• Komunikacija človek-računalnik v informacijski dobi

• Srednjeevropska konferenca uporabno-teoretične računalniške znanosti.

Soorganizatorji in podporniki konference so različne raziskovalne institucije in združenja, med njimi tudi

ACM Slovenija in SLAIS. V imenu organizatorjev konference se želimo posebej zahvaliti udeležencem za

njihove dragocene prispevke in priložnost, da z nami delijo svoje izkušnje o informacijski družbi.

Zahvaljujemo se tudi recenzentom za njihovo pomoč pri recenziranju.

V letu 2013 sta se programski in organizacijski odbor odločila, da bosta podelila posebno priznanje

Slovencu ali Slovenki za izjemen življenjski prispevek k razvoju in promociji informacijske družbe v našem

okolju. Z večino glasov je letošnje priznanje pripadlo dr. Dušanu Kodeku. Priznanje za dosežek leta je

pripadlo dr. Marku Bajcu za dosežke na področju podatkovnih baz. V letu 2013 tretjič podeljujemo nagrado

»informacijska limona« in »informacijska jagoda« za najbolj (ne)uspešne poteze v zvezi z informacijsko

družbo. Limono je dobilo pretirano vladno varčevanje na področju informacijske družbe, jagodo pa

raziskovalni portal Videolectures (podeljeno Mitji Jermolu). Čestitke nagrajencem!

Nikolaj Zimic, predsednik programskega odbora

Matjaž Gams, predsednik organizacijskega odbora

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FOREWORD - INFORMATION SOCIETY 2013

In its 16th year, the Information Society Multiconference (http://is.ijs.si) remains one of the leading

conferences in Central Europe devoted to information society. For 2013 and further, the award for life-long

outstanding contributions will be delivered in memory of Donald Michie and Alan Turing. This year, we

organized nine independent conferences forming the Multiconference, delivering a broad range of topics and

the open academic environment fostering new ideas makes which our event unique among similar

conferences, promoting key visions in interactive, innovative ways. According to the AI community, we are

closer and closer to the Kurtzweil’s singularity point, the starting point of a new, further advanced human

civilization where the major boost comes from intelligent machines.

The major driving forces of the Multiconference are search and demand for new knowledge related to

information, communication, and computer services. We present, analyze, and verify new discoveries in

order to prepare the ground for their enrichment and development in practice. The main objective of the

Multiconference is presentation and promotion of research results, to encourage their practical application in

new ICT products and information services in Slovenia and also broader region. We are more confident than

ever that science and vision are the two most important issues to break the stagnation of Europe and

Slovenia.

The Multiconference is running in parallel sessions with 200 presentations of scientific papers. The papers

are published in the conference proceedings, and in special issues of two journals. One of them is

Informatica with its 36 years of tradition in excellent research publications.

The Information Society 2013 Multiconference consists of the following conferences:

• Intelligent Systems

• Cognitive Sciences

• Data Mining and Data Warehouses

• Collaboration, Software and Services in Information Society

• Demographic Challenges in Europe

• Cognitonics

• Cognitive Science

• Human-Computer Interaction in Information Society

• Middle-European Conference on Applied Theoretical Computer Science.

The Multiconference is co-organized and supported by several major research institutions and societies,

among them ACM Slovenia, i.e. the Slovenian chapter of the ACM, and all the participants of the

multiconference.

In 2013, the Programme and Organizing Committees decided to award one Slovenian for his/her life-long

outstanding contribution to development and promotion of information society in our country. With the

majority of votes, this honor went to Dr. Dušan Kodek. In addition, a reward for current achievements was

pronounced to Dr. Marko Bajec for his research in the area of databases. The information strawberry is

pronounced to the science portal Videolectures and delivered to Mitja Jermol, while the information lemon

goes to lack of political support for information society activities, delivered to Jurij Bertok. Congratulations!

On behalf of the conference organizers we would like to thank all participants for their valuable contribution

and their interest in this event, and particularly the reviewers for their thorough reviews.

Nikolaj Zimic, Programme Committee Chair

Matjaž Gams, Organizing Committee Chair

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KONFERENČNI ODBORI CONFERENCE COMMITTEES

International Programme Committee Organizing Committee

Vladimir Bajic, South Africa

Heiner Benking, Germany

Se Woo Cheon, Korea

Howie Firth, UK

Olga S. Fomichova, Russia

Vladimir A. Fomichov, Russia

Vesna Hljuz Dobric, Croatia

Alfred Inselberg, Izrael

Jay Liebowitz, USA

Huan Liu, Singapore

Henz Martin, Germany

Marcin Paprzycki, USA

Karl Pribram, USA

Claude Sammut, Australia

Jiri Wiedermann, Czech Republic

Xindong Wu, USA

Yiming Ye, USA

Ning Zhong, USA

Wray Buntine, Finland

Bezalel Gavish, USA

Gal A. Kaminka, Israel

Mike Bain, Australia

Michela Milano, Italy

Derong Liu, Chicago, USA

Toby Walsh, Australia

Matjaž Gams, chair

Vedrana Vidulin, co-chair

Mitja Luštrek

Lana Zemljak

Vesna Koricki-Špetič

Mitja Lasič

Robert Blatnik

Programme Committee

Nikolaj Zimic, chair

Franc Solina, co-chair Viljan Mahnič, co-chair

Cene Bavec, co-chair

Tomaž Kalin, co-chair

Jozsef Györkös, co-chair

Tadej Bajd

Jaroslav Berce

Mojca Bernik

Marko Bohanec

Ivan Bratko

Andrej Brodnik

Dušan Caf

Saša Divjak

Tomaž Erjavec

Bogdan Filipič

Andrej Gams

Matjaž Gams

Marko Grobelnik

Nikola Guid

Marjan Heričko

Borka Jerman Blažič Džonova

Gorazd Kandus

Urban Kordeš

Marjan Krisper

Andrej Kuščer

Jadran Lenarčič

Borut Likar

Janez Malačič

Olga Markič

Dunja Mladenič

Franc Novak

Vladislav Rajkovič

Grega Repovš

Ivan Rozman

Niko Schlamberger

Stanko Strmčnik

Jurij Šilc

Jurij Tasič

Denis Trček

Andrej Ule

Tanja Urbančič

Boštjan Vilfan

Baldomir Zajc

Blaž Zupan

Boris Žemva

Leon Žlajpah

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KAZALO / TABLE OF CONTENTS

Inteligentni sistemi / Intelligent Systems ................................................................................................................. 1

PREDGOVOR / PREFACE ..................................................................................................................................... 3

PROGRAMSKI ODBOR / PROGRAMME COMMITTEE ........................................................................................ 4

Benefits of Optimal Principle Components Analysis to Machine Learning / Altin Cemil, Karakuş Mücella Ö., Er Orhan ....................................................................................................................................................... 7

Decision Support Model for the Assessment of Bank Reputational Risk / Bohanec Marko, Aprile Giorgio, Costante Maria, Foti Morena, Trdin Nejc ......................................................................................................... 11

An Improved Firefly Algorithm for Engineering Design Optimization: Welded Beam Design Problem / Celik Yuksel ...................................................................................................................................................... 15

Hybrid Recommender System for Personalized POI Selection / Cvetković Božidara, Kaluža Boštjan, Gjoreski Hristijan, Luštrek Mitja ........................................................................................................................ 19

Detekcija značilnih točk na sliki / Čuk Erik............................................................................................................ 23

Reducing the Use of Chemicals in Agriculture Using Smart Tools / Dilay Yusuf, Özkan Adem .......................... 27

Analiza možnosti nadgradnje obstoječih sistemov za kalibracijo naprav z inteligentnimi metodami za napovedovanje rokov kalibracije / Dovgan Erik, Kužnar Damjan, Gams Matjaž ............................................ 31

An Overview of Multiagent Platforms / Fikar Ondřej, Kaluža Boštjan, Gams Matjaž ........................................... 35

Sightseeing Route Planning / Gjoreski Hristijan, Cvetković Božidara, Kaluža Boštjan, Luštrek Mitja ................. 39

Predicting the Arrival and the Departure Time of an Employee / Gjoreski Martin, Gjoreski Hristijan, Piltaver Rok, Gams Matjaž ............................................................................................................................... 43

Comparison Between Gaussian Process Regression and Support Vector Machines Regression / Goljevšcek Luka, Kocijan Juš ........................................................................................................................... 47

Uporaba inteligentnih mobilnih naprav za individualno medicinsko diagnostiko / Gradišek Anton, Gams Matjaž ............................................................................................................................................................... 51

Designing a Quality–Control Procedure for Commutator Manufacturing / Koblar Valentin, Filipič Bogdan ......... 55

Identifikacija oseb na podlagi oblike telesa / Kompara Tomaž, Zupančič Jernej, Gams Matjaž .......................... 59

Android Design Principles and Their Use in Application E-Doorman / Kovač Sanja, Vidulin Vedrana ................ 63

Implementacija virtualnega asistenta v sistem e-vratar / Kozina Simon, Piltaver Rok, Kužnar Damjan, Gams Matjaž .................................................................................................................................................... 67

Virtualni asistent / Kužnar Damjan, Tavčar Aleš, Gams Matjaž ........................................................................... 71

E-Turist: Inteligentni elektronski turistični vodnik / Luštrek Mitja, Kaluža Boštjan, Cvetković Božidara, Gjoreski Hristijan .............................................................................................................................................. 75

Genetic Algorithm Based Feature Selection for Bio-Molecular Event Extraction / Majumder Amit, Ekbal Asif, Saha Sriparna, Md Hasanuzzaman ......................................................................................................... 79

A Predictive-Analytics System-Design / Mirchevska Violeta, Korelič Igor, Škedelj Franc, Gams Matjaž ............ 83

Primerjava rešitev ob negotovosti v večkriterijski optimizaciji / Mlakar Miha, Tušar Tea, Filipič Bogdan ............ 86

Identifikacija oseb ob vstopu skozi vrata z uporabo pospeškomera in strojnega učenja / Piltaver Rok, Vodopivec Tadej, Gams Matjaž ....................................................................................................................... 90

Inteligentni sistem E-vratar / Pušnik Marko, Piltaver Rok, Vidulin Vedrana, Gams Matjaž .................................. 94

Memory Based Learner Coupled with Differential Evolution for Named Entity Recognition for Bengali Language / Saha Sriparna, Ekbal Asif, Syed Sabreen, Sikdar Utpal Kumar .................................................. 98

Intelligent Control of Agricultural Irrigation System Based on Wireless Sensor and Actuator Networks / Soy Hakkı, Dilay Yusuf, Özkan Adem, Aydın Cevat, Bayrak Mehmet ........................................................... 102

Storitev E-govorec – govorni bralnik slovenskih besedil v oblaku / Šef Tomaž ................................................. 106

Projekt Opus: optimizacija upravljanja energetsko učinkovitih pametnih stavb / Šef Tomaž, Piltaver Rok, Tušar Tea ....................................................................................................................................................... 110

Modeliranje navad uporabnikov pri vodenju pametnih hiš / Tavčar Aleš, Piltaver Rok, Zupančič Domen, Šef Tomaž, Gams Matjaž ............................................................................................................................... 114

Decision Support System for Management of Water Sources / Trdin Nejc, Bohanec Marko, Janža Mitja ........ 118

Aplikacija E-Pedius za podporo množičnemu sestavljanju fragmentov stenskih poslikav / Tušar Tea, Filipič Bogdan, Dovgan Erik, Mahnič Blaž, Čepin Gregor .............................................................................. 122

Pregled inteligentnih algoritmov za procesiranje senzorskih podatkov / Vidulin Vedrana, Piltaver Rok, Gams Matjaž .................................................................................................................................................. 126

Vmesnik za povezavo simuliranega sistema stavbne avtomatike z večagentnim sistemom vodenja / Zupančič Domen, Gams Matjaž, Luštrek Mitja .............................................................................................. 130

Projekt Accus: adaptivna kooperativna kontrola urbanih podsistemov / Zupančič Jernej, Kaluža Boštjan, Gams Matjaž .................................................................................................................................................. 134

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Mere uspešnosti v sistemih za e-izobraževanje / Zupančič Jernej, Dovgan Erik, Filipič Bogdan, Pirnat Rok ................................................................................................................................................................. 138

Izkopavanje znanja in podatkovna skladišča / Data Mining and Data Warehouses ........................................ 143

PREDGOVOR / PREFACE ................................................................................................................................. 145

Applying NLP for Building Domain Ontology: Fashion Collection/ Novalija Inna, Leban Gregor ....................... 147

Call Centre Knowledge Acquisition and Decision Support Prototype / Herga Zala, Bradeško Luka ................. 151

Semi-Automatic Rule Construction for Semantic Linking of Relation Arguments / Starc Janez, Mladenić Dunja .............................................................................................................................................................. 155

Personalized Query Auto-Completion for News Search / Dali Lorand, Fortuna Blaž, Rupnik Jan .................... 159

Parameter Estimation for the Latent Dirichlet Allocation / Špeh Jaka, Muhič Andrej, Rupnik Jan..................... 164

Discovering Popular Events from Tweets / Railean Călin, Moraru Alexandra ................................................... 168

Usage of the Kalman Filter for Data Cleaning of Sensor Data / Kenda Klemen, Škrbec Jasna, Škrjanc Maja ................................................................................................................................................................ 172

Event Processing in Asset Management / Škrjanc Maja, Kenda Klemen, Pintarič Gašper ............................... 176

Sensor-Based Single-User Activity Recognition / Kažič Blaž, Rupnik Jan ........................................................ 180

(I)DiversiNews – A Stream-Based, On-Line Service for Diversified News / Trampuš Mitja, Fuart Flavio, Berčič Jan, Rusu Delia, Stopar Luka, Štajner Tadej ...................................................................................... 184

Use of Point Symmetry Based Distance for Gene Expression Data Clustering / Saha Sriparna, Ekbal Asif, Vinayak Neha ......................................................................................................................................... 188

Calculating Distance Measure for Clustering in Multi-Relational Settings / Niakšu Olegas ............................... 192

Interakcija človek-računalnik v informacijski družbi / Human-Computer Interaction in Information Society ................................................................................................................................................................ 197


Kinect Kiosk User Experience Evaluation/ Boahk Ciril, Marolt Matija ................................................................ 201

3D Navigation Natural Interaction with Movement Sensor Technology / Ling Yin ............................................. 205

Connecting Physical Objects with Software: Technology Enhanced Playing with Blocks to Foster Learning / Joerg Daniel, Lucht Martina, Schwandt Tobias ........................................................................................... 209

Implicit Photowork Based on Eye-Gaze Data / Blažica Bojan ........................................................................... 213

A Website Usability Testing Tool / Novak Franc, Špelič Denis, Žalik Borut ....................................................... 217

Wireless Medical Device Audio Alarm / Pavlin Marko ........................................................................................ 221

How to Provide Health-Related Information by Mobile Computing? / Koroušić Seljak Barbara ........................ 225

Toward Improved Emergency Call Service: A Usability Test Case Study / Ristič Miha, Novak Franc .............. 229

Sodelovanje, programska oprema in storitve v informacijski družbi / Collaboration, Software and Services in Information Society ....................................................................................................................... 233


PROGRAMSKI ODBOR / PROGRAMME COMMITTEE .................................................................................... 236

Towards Open Medical Image Based Collaboration/ Rogelj Peter, Petrič Primož ............................................ 237

Content Analysis System for Images / Rantanen Petri, Sillberg Pekka, Soini Jari ............................................ 241

Challenges of Personal Data Protection in Re-Use of Public Sector Information / Györkös József, Meško Gorazd, Lukman Klemen, Eman Katja ........................................................................................................... 245

A Content Based Tool for Searching, Connecting and Combining Digital Information – Case: Smart Photo Service / Sillberg Pekka, Rantanen Petri, Soini Jari ..................................................................................... 249

Green ICT Pilot Project And Process For Sustainable ICT Solution Trials by SMES / Leppäniemi Jari, Soini Julius, Soini Jari..................................................................................................................................... 253

CROSS: Croatian Speech Synthesizer – Design and Implementation / Dunđer Ivan ....................................... 257

Sequencing and Navigation through Learning Content / Rakić Gordana, Jerinić Ljubomir, Budimac Zoran, Ivanović Mirjana .................................................................................................................................. 261

Metrics-Based Recommendation System for Software Engineering / Gašparič Marko, Janes Andrea, Heričko Marjan, Succi Giancarlo .................................................................................................................... 265

Comparison of Service Interface Evolution Management Approaches / Gradišnik Mitja, Heričko Marjan ........ 269

What Impacts the Acceptance of Mobile Services – Preliminary Study / Ovčjak Boris, Polančič Gregor, Heričko Marjan ............................................................................................................................................... 273

Use of Semantic Technologies to Improve Human Welfare / Taneski Viktor..................................................... 277

Using the Persona Concept in Software Development / Hafner Iztok ................................................................ 281

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Kognitivna znanost / Cognitive Science .............................................................................................................. 285


P3 Topography in Different Sensory Modalities: Testing the Common Pathway Hypothesis of P3 Generation/ Attia Daniel, Dreo Jurij, Pirtosek Zvezdan ................................................................................. 289

Can EEG Provide Additional Information about Learning Problems / Bregant Tina, Lesar Špela, Neubauer David, Belič Aleš ............................................................................................................................ 292

Emergence of Complex Behaviour in Swarms of Mobile Agents / Ćosić Lesičar Jelena, Stepanić Josip, Kasać Josip .................................................................................................................................................... 296

The Influence of Anxiety, General Self-Efficacy and Motivational Systems on Cognitive Self-Evaluation and Performance during the Anti-V Task / Gorjup Rado, Bernardis Paolo, Grassi Michele, Gerbino Walter ............................................................................................................................................................. 299

Kognitivna znanost kot spodbuda za raziskovanje doživljanja - pregled pristopov / Kordeš Urban .................. 303

Placebo - Healing Lie that is Not a Lie / Kreft Samo .......................................................................................... 307

How Researching Dreams Affects the Experience of Dreams / Lah Alja ........................................................... 311

Eye Movement Correlates for Complex Subtraction in Healthy Adolescents and in Adolescents With Hypoxic-Ischaemic Encephalopathy / Levstek Tatjana, Bregant Tina, Podlesek Anja ................................. 314

Processing of Words and Pseudo-Words in Patients with Demetia / Marjanovič Katarina, Manouilidou Christina, Marvin Tatjana................................................................................................................................ 321

Critical Reflections about Neuroscience and its Application / Markič Olga ........................................................ 325

A Computational Morphology Approach to Croatian Noun Inflection – Focusing on Gender Predicting / Mihajlović Milena ............................................................................................................................................ 328

Modeling of Social Transmission in Corvids / Mikuš Nace, Schwab Christine, Kulaehci Ipek, Hoppitt William ............................................................................................................................................................ 332

Research Methods and Models of Synaesthesia / Mikuš Nina .......................................................................... 334

Connecting Neuroscience with Anthropology - New Answers (and Questions) in Understanding Complex Human Cognitions, such as Mathematical Reasoning / Muršič Zarja ........................................................... 338

The Concept of Coherence in Models of the Meaning in Cognition: “Enactivism” and Neurophenomenology Approach to Mind-Body-Environment Integration / Plankar Matej, Brežan Simon.............................................................................................................................................................. 342

Differential Gene Expression in Association with Higher States of Consciousness / Ravnik-Glavač Metka, Hrašovec Sonja, Bon Jure, Dreo Jurij, Glavač Damjan ................................................................................. 347

Functional MRI of the Human Brain: Investigating Function and Dysfunction of Brain Processes / Sladky Ronald ............................................................................................................................................................ 351

Interference Effect and Cognitive Control: The Case of Pitch Class Change Detection / Slana Anka, Gingras Bruno, Fitch Tecumseh, Repovš Grega ........................................................................................... 354

Indispensable Heuristic Operations with their Positive and Negative Side / Slevec Tjaša ................................ 358

Accolade by Default – Cognitive Matrix in Visual Conceiving / Stojan Julijana.................................................. 362

Role of Cathepsins D and F in Human Neuronal Ceroid Lipofuscinosis / Stoka Veronika, Puizdar Vida, Jerič Barbara, Zajc Tajana, Bidovec Katja, Dolenc Iztok, Turk Vito ............................................................... 366

Nereduktibilnost izkustva: zakaj bi morali v kognitivni znanosti preučevati izkustvo? / Strle Toma ................... 370

Novel Framework for Investigating Learning-Preferences and Personality Traits: The Augmented Vas[K] / Sutanovac Vladan .......................................................................................................................................... 374

Delicate Food-Waves. A Phenomenological Approach to Food-Related Experiences. / Tan Fransisca Hok-Eng .......................................................................................................................................................... 378

Kognitivna analiza ravnotežnostnih metafor v Shakespearovem Rihardu ll. / Trpin Borut ................................ 383

Enabling Psychotherapeutic Spaces / Trupej Klemen ....................................................................................... 388

Zavest, um in duh: tri ravni človeške kognicije / Ule Andrej ............................................................................... 392

Mysticism, Cognitive Science and Consciousness: Why it is Important for Cognitive Scientists to Read Lao Zi, Dogen and St. John of the Cross? / Vörös Sebastjan ...................................................................... 397

Kognitonika / Cognitonics ..................................................................................................................................... 403



Remembrance of Things Past, A Research Hypothesis/ Christofidou Angela................................................... 409

Assessing the Potential of Colaborative Video Games to Improve Education in La Mixteca Region of Mexico / Craig Paul, Roa-Seïler Néna, Martínez Díaz Marcela, Lara Rosano Felipe .................................. 413

The Dark Paths of the Internet / Dagdileli Ioanna .............................................................................................. 417

Attempting to Trace the Identity of YouTube Users/ Dagdilelis Vassilios, Giossi Stella .................................... 422

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The Significance of Mindfulness-Based Educational Methods Provided by Cognitonics for Positive Psychology Movement / Fomichov Vladimir A., Fomichova Olga S. ............................................................ 425

The Risk of Postponing Early Socialization of Smart Young Generation in Modern Information Society/ Fomichov Vladimir A., Fomichova Olga S. ..................................................................................................... 430

The Impact of the Quality of Training Programs on the Language and Communicative Competence of Students/ Herceg Jadranka, Slavić Dean...................................................................................................... 435

Think of Culture, Take Care af Art. Preservation of Contemporary Heritage in Modern Society / Jadzinska Monika ............................................................................................................................................................ 438

Self-Evaluation of History Lessons and Some Related Aspects of Citizenship Education / Labus Alan, Miljković Miroslav ............................................................................................................................................ 443

The Social Learning in Contemporary Crises, between Web Sites and Natural Loci / Micarelli Rita, Pizziolo Giorgio, Pascucci Margherita, Maiorfi Lucia ..................................................................................... 447

Socio-Linguistic Analysis of Science Textbooks in Maharashtra / Kalokhe Shrikant ......................................... 452

David and Leviathan: Forming Cognitive Tunnels between Classrooms and Artificial People in The Real-World / Kane Thomas B. ............................................................................................................................... 455

Information Technologies and Global Education/ Kim Joonho .......................................................................... 460

The Architecture of Personality and Personal Development / Oksala Tarkko, Oksala Aino .............................. 464

Natural Personality in Virtual Environment / Pogarčić Ivan, Pogarčić Marko, Pogarčić Matej ........................... 467

Building Professor’s Mental Model of Student’s Activity in On-Line Educational Systems / Țacu Mihaela Gabriela, Mihăescu Marian Cristian, Burdescu Dumitru Dan......................................................................... 472

Differentiation in the Teaching of Social Sciences with the Development of Information and Communication Technologies / Vakaloudi Anastasia, Dagdilelis Vasileios .................................................. 476

Communication Strategies in the Management of Arts - Museums / Valčić Marija ........................................... 480

Vzgoja in izobraževanje v informacijski družbi / Education in Information Society ........................................ 483



Pouk angleščine z glasovalnim sistemom Activote/ Abram Barbara ................................................................. 491

Reflektivna praksa kot temeljna sinergija med pedagoškim in poslovnim okoljem / Balantič Branka, Jarc Kovačič Branka, Balantič Zvone ..................................................................................................................... 492

Psychology of Adolescent Online Behaviour and Learning in Slovenia and the Southern States of Mediterranean Europe / Bearden D. L. ......................................................................................................... 494

Optimizacija evidentiranja delovnega časa in varovanja infrastrukture v šolstvu/ Beznik Nastja ...................... 495

Računalniška tehnologija – most od človeka do sočloveka / Brinovec Dragica ................................................. 497

Dišave, eterična olja in parfumi - s sodelovanjem do znanja (projektno delo) / Cebin Nika .............................. 498

Sodelovanje z e-kompetentnimi starši preko spletnih družbenih omrežij / Dečman Dobrnjič Olga, Jeram Bojan, Temeljotov-Salaj Alenka ..................................................................................................................... 500

Uporaba interaktivne oglasne table pri izdelovanju zapiskov obravnavane snovi / Drnovšek Mateja ............... 502

Šolska torba 21. stoletja (e-šolska torba) / Flogie Andrej, Mohorčič Gregor, Bonač Marko .............................. 504

Pedagoško orodje Svizec / Gams Matjaž, Kužnar Damjan, Tavčar Aleš ........................................................... 506

(E)šola v oblaku ali ko sodobna šola sreča sodobno tehnologijo / Himelrajh Dušan ......................................... 508

Doseganje učnih ciljev preko foruma v spletni učilnici / Janžekovič Mojca ........................................................ 509

Spletni portal za sodelovanje učiteljev in razvijalcev elektronskih učnih gradiv / Kavčič Alenka, Pesek Matevž, Bohak Ciril, Marolt Matija .................................................................................................................. 510

Tekmovanje za naj športnika šole / Klinar Gaber ............................................................................................... 512

Uporaba pristopa živih laboratorijev v pedagoškem procesu / Kljajić Borštnar Mirjana, Pucihar Andreja, Lenart Gregor ................................................................................................................................................. 514

E-gradivo za učenje desetprstnega slepega tipkanja / Koncilja Miha, Šmitek Branislav ................................... 516

Priprava na medpredmetni potep z IKT / Kosmač Zamuda Maja ...................................................................... 518

Po IKT učni poti v svet znanja / Kosmač Zamuda Maja ..................................................................................... 519

Primerjava učnih ciljev in kurikulumov računalništva in informatike / Kristan Nataša, Brodnik Andrej .............. 520

Splet 2.0 kot podpora poučevanju in širše / Matkovič Petra, Kodelja Katja ....................................................... 522

IKT povezala osnovnošolce in starejše / Minić Miroslava .................................................................................. 524

Vpeljava mrežnih projektov v zgodnje poučevanje tujega jezika / Müller Tanja ................................................ 526

Razvijanje socialnih veščin z uporabo interaktivnih književnih likov / Pajnik Tina ............................................. 528

E-portfelj kot orodje dijakove predstavitve in refleksije / Paska Dejan, Kokol Katja ........................................... 529

Iz ilustracije v interaktivno instalacijo: interaktivna miza »Mačja šola« / Pavlin Erika, Elsner Žiga, Jagodnik Tadej, Batagelj Borut, Solina Franc ................................................................................................ 531

Bližnje srečanje duha in telesa v okolju IKT / Prhavc Peter, Lebar Bajec Maja ................................................. 533

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Učenje in računalnik med včeraj in jutri / Rebolj Vanda ..................................................................................... 535

Učenje + računalnik = sodobna šola / Senica Lea ............................................................................................. 536

Z IKT na poučni poti do zakladov znanja / Senica Simona, Tisel Urška ............................................................ 538

Z računalnikom je pot do kompetenc lažja / Slevec Mateja ............................................................................... 540

Razvijanje matematične pismenosti z IKT v 3. razredu osnovne šole / Smole Anita, Strgar Sonja .................. 542

Uporabnost orodja Tools for Educators za učitelje v različnih etapah učnega procesa / Smole Anita, Strgar Sonja .................................................................................................................................................... 544

Animirani film V osnovni šoli je super / Šebrek Marko ....................................................................................... 545

Primer uporabe tabličnih računalnikov pri pouku v osnovni šoli / Škof Iztok ...................................................... 546

Učenje uporabe kataloga šolske knjižnice OŠ Prule / Škrlj Gregor ................................................................... 547

Kako v dijaškem domu uporabljamo pametne mobilne telefone za učenje tujih jezikov / Štingl Barbara .......... 548

Odločitveni model za pomoč pri oceni odklonskega vedenja pri osnovnošolcih / Šuštaršič Urška, Rajkovič Vladislav ......................................................................................................................................................... 550

Premagovanje primanjkljajev s pomočjo socialnega omrežja / Topolovec Urška, Dinevski Dejan.................... 552

Učenje programiranja z interaktivno metodo / Urh Marko, Rekar Miha, Jereb Eva ........................................... 554

Spletno nasilje in šola / Vreča Maja .................................................................................................................... 556

Prenova in informatizacija inventurnih procesov na OŠ LA Grosuplje / Zabukovec Alenka, Cvitkovič Dejan .............................................................................................................................................................. 557

IKT in projektno delo pri fiziki / Zamuda Sebastjan ............................................................................................ 558

Tablični računalniki pri slovenščini / Žavbi Kren Andreja ................................................................................... 559

Srednjeevropska konferenca o uporabnem teoretičnem računalništvu / Middle-European Conference on Applied Theoretical Computer Science ..................................................................................................... 561


Using Pure Integer Solutions to Solve the Traveling Salesman Problem/ Pferschy Ulrich, Stanek Rostislav ......................................................................................................................................................... 565

Integer Programming Models for the Target Visitation Problem / Hildenbrandt Achim, Reinelt Gerhard, Heismann Olga ............................................................................................................................................... 569

Machine Configuration and Workload Balancing for Multi-Product PCB Assembly / Tóth Attila, Knuutila Timo, Nevalainen Olli S. ................................................................................................................................. 573

Exact Algorithms for the General Coupled Task Scheduling Problem/ Békési József, Galambos Gábor, Jung Michael N., Oswald Marcus, Reinelt Gerhard ....................................................................................... 577

Detection of Ground in Point-Clouds Generated from Stereo-Pair Images / Mongus Domen, Žalik Borut ....... 579

Simulation of Two-Phase Fluid Filtration with Nonuniform Media on Clusters / Berveno Ekaterina V., Kalinkin Alexander A., Laevsky Yuri M. .......................................................................................................... 583

Enumerating Algebraic Expressions Generated by Context-Free Grammars/ Mihelič Jurij .............................. 587

Barrier Resilience of Visibility Polygons / Gilbers Alexander ............................................................................. 591

Strategic Deployment in Graphs / Brüggemann Bernd, Langetepe Elmar, Lenerz Andreas ............................. 595

The Random Hypergraph Assignment Problem / Heismann Olga, Borndörfer Ralf .......................................... 599

The Roman Domination Problem on Grid Graphs / Curro Vincenzo, Cutello Vincenzo, Nolassi Salvatore Mario ............................................................................................................................................................... 603

Relaxations in Practical Clustering and Blockmodeling / Wiesberg Stefan, Reinelt Gerhard ............................ 607

Estimation of Cervix Cancer Spatial Distribution for Brachytherapy Applicator Analysis / Rogelj Peter ............ 611

Recognition of Repeating Segment from an Audio Using Vector Quantization and K-Means Algorithm / Sehgal Shruti, Vyas Garima ........................................................................................................................... 615

A Faster Algorithm for Calculating the Sample Entropy / Fele-Žorž Gašper...................................................... 619

Indeks avtorjev / Author index .............................................................................................................................. 623

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Zbornik 16. mednarodne multikonference INFORMACIJSKA DRUŽBA – IS 2013


INFORMATION SOCIETY – IS 2013

Inteligentni sistemi

Intelligent Systems

Uredila / Edited by

Matjaž Gams, Rok Piltaver

http://is.ijs.si

8. in 9. oktober 2013 / October 8th and 9th 2013

Ljubljana, Slovenia

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PREDGOVOR

Konferenca Inteligentni sistemi tudi letos, tako kot vsa pretekla leta od 1997 dalje, poteka v

okviru multikonference Informacijska družba. Konferenca je posvečena pomembnim vidikom

informacijske družbe: inteligentnim sistemom in inteligentnim storitvam. Ključna tema so

programski sistemi v informacijski družbi oziroma konkretne tehnične rešitve v inteligentnih

sistemih, možnosti njihove praktične uporabe, pa tudi trendi, perspektive, potrebni ukrepi,

prednosti in slabosti, priložnosti in nevarnosti, ki jih v informacijsko družbo prinašajo

inteligentni sistemi.

V 2013 beležimo nadaljnji nesluteni razvoj informacijske družbe in zlasti umetne inteligence.

Nekoč utopične ideje Raya Kurtzweila o točki singularnosti in preskoku v novo človeško ero

se tako zdijo čedalje bližje.

Tudi letos je konferenca Inteligentni sistemi sestavljena iz mednarodnega dela in delavnice;

prispevki so tako v slovenskem kot angleškem jeziku. V letu 2013 je sprejetih preko 30

prispevkov, ki so bili recenzirani s strani vsaj dveh anonimnih recenzentov, avtorji pa so

prispevke popravili glede na njihove pripombe. V ločeni sekciji so predstavljeni prispevki

Delavnice Odseku za inteligentne sisteme Instituta Jožef Stefan, ki večinoma obravnavajo

raziskovalne dosežke v odseku. Hkrati s predstavitvijo poteka tudi aktivna analiza prispevkov

vsakega predavatelja in diskusija o bodočih raziskavah.

Rok Piltaver in Matjaž Gams, predsednika konference

PREFACE

The conference Intelligent Systems remains a traditional part of the multiconference

Information Society since its beginnings in 1997. The conference addresses important aspects

of information society: intelligent computer-based systems and the corresponding intelligent

services. Specifically, it addresses technical aspects of intelligent systems, their practical

applications, as well as trends, perspectives, advantage and disadvantages, opportunities and

threats that are being brought into the information society by introduction of intelligent

systems.

In 2013, the pace of progress in information society and intelligent systems increases further.

Once regarded as utopist, the ideas of Ray Kurtzweil regarding the point of singularity where

the human civilization will embrace a new, intelligent era, are thus becoming widely

accepted.

As previously, the conference Intelligent Systems 2013 consists of an international event and

a workshop, and presents over 30 papers written in both English and Slovenian language. The

papers have been reviewed by at least two anonymous reviewers, and the authors have

modified their papers according to the remarks. In the separate section, papers from the

Workshop of Department of Intelligent Systems - Jožef Stefan Institute, Ljubljana, Slovenia

are presented, discussing the research achievements of the department. Each presentation

consists of the classical paper report, and further includes analysis of the researcher’s

achievements and future research plans of each presenter in the workshop manner.

Rok Piltaver and Matjaž Gams, Conference Chairs

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PROGRAMSKI ODBOR / PROGRAMME COMMITTEE

Matjaž Gams, predsednik

Institut “Jožef Stefan”

Rok Piltaver, predsednik


Marko Bohanec


Tomaž Banovec

Statistični urad Republike Slovenije

Cene Bavec

Univerza na Primorskem, Fakulteta za Management Koper; IBM

Jaro Berce

Univerza v Ljubljani, Fakulteta za družbene vede

Marko Bonač ARNES

Ivan Bratko

Univerza v Ljubljani, Fakulteta za računalništvo in informatiko, IJS

Dušan Caf Telekom Slovenije

Bojan Cestnik

Temida

Aleš Dobnikar Center Vlade RS za informatiko

Bogdan Filipič Institut “Jožef Stefan”

Nikola Guid

Univerza v Mariboru, Fakulteta za elektrotehniko računalništvo in informatiko

Borka Jerman Blažič Institut “Jožef Stefan”

Tomaž Kalin

DANTE

Marjan Krisper

Univerza v Ljubljani, Fakulteta za računalništvo in informatiko

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Marjan Mernik


Vladislav Rajkovič Univerza v Mariboru, Fakulteta za organizacijske vede

Ivan Rozman


Niko Schlamberger

Informatika

Tomaž Seljak.

IZUM

Miha Smolnikar


Peter Stanovnik

Institut za ekonomska raziskovanja

Damjan Strnad Univerza v Mariboru, Fakulteta za elektrotehniko računalništvo in informatiko

Peter Tancig

Združanje raziskovalcev Slovenije

Pavle Trdan

Lek

Iztok Valenčič Nova Kreditna Banka Maribor d.d.

Vasja Vehovar

Univerza v Ljubljani, Fakulteta za družbene vede

Martin Žnidaršič Institut “Jožef Stefan”

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Documents

Proceeding of: Proceedings of the 16th International Multiconference INFORMATION SOCIETY - IS 2013