Proceeding of: Proceedings of the 16th International Multiconference INFORMATION SOCIETY - IS 2013
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Transcript of 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
Proceedings of the 16th International Multiconference
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
iii
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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
PREDGOVOR / PREFACE ................................................................................................................................. 199
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
PREDGOVOR / PREFACE ................................................................................................................................. 235
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
PREDGOVOR / PREFACE ................................................................................................................................. 287
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
PREDGOVOR / PREFACE ................................................................................................................................. 405
PROGRAMSKI ODBOR / PROGRAMME COMMITTEE .................................................................................... 407
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
PREDGOVOR / PREFACE ................................................................................................................................. 485
PROGRAMSKI ODBOR / PROGRAMME COMMITTEE .................................................................................... 488
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
PREDGOVOR / PREFACE ................................................................................................................................. 563
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
Proceedings of the 16th International Multiconference
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
Institut “Jožef Stefan”
Marko Bohanec
Institut “Jožef Stefan”
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
Univerza v Mariboru, Fakulteta za elektrotehniko računalništvo in informatiko
Vladislav Rajkovič Univerza v Mariboru, Fakulteta za organizacijske vede
Ivan Rozman
Univerza v Mariboru, Fakulteta za elektrotehniko računalništvo in informatiko
Niko Schlamberger
Informatika
Tomaž Seljak.
IZUM
Miha Smolnikar
Institut “Jožef Stefan”
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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