bibliography.bib

@article{sweller1994some,
  title={Why some material is difficult to learn},
  author={Sweller, John and Chandler, Paul},
  journal={Cognition and instruction},
  volume={12},
  number={3},
  pages={185--233},
  year={1994},
  publisher={Taylor \& Francis}
}
@article{paschos2001perceptually,
  title={Perceptually uniform color spaces for color texture analysis: an empirical evaluation},
  author={Paschos, George},
  journal={Image Processing, IEEE Transactions on},
  volume={10},
  number={6},
  pages={932--937},
  year={2001},
  publisher={IEEE},
  abstract={RGB, a nonuniform color space, is almost universally accepted by the image processing community as the means for representing color. On the other hand, perceptually uniform spaces, such as L*a*b*, as well as approximately-uniform color spaces, such as HSV, exist, in which measured color differences are proportional to the human perception of such differences. This paper compares RGB with L*a*b* and HSV in terms of their effectiveness in color texture analysis. There has been a limited but increasing amount of work on the color aspects of textured images. The results have shown that incorporating color into a texture analysis and recognition scheme can be very important and beneficial. The presented methodology uses a family of Gabor filters specially tuned to measure specific orientations and sizes within each color texture. Effectiveness is measured by the classification performance of each color space, as well as by classifier-independent measures. Experimental results are obtained with a variety of color texture Images. Perceptually uniform spaces are shown to outperform RGB in many cases.}
}


@article{cleveland1983color,
author = {Cleveland, William S and McGill, R},
title = {A Color-Caused Optical Illusion on a Statistical Graph},
journal = {The American Statistician},
volume = {37},
number = {2},
pages = {101-105},
year = {1983},
doi = {10.1080/00031305.1983.10482720},
URL = {http://amstat.tandfonline.com/doi/abs/10.1080/00031305.1983.10482720},
eprint = {http://amstat.tandfonline.com/doi/pdf/10.1080/00031305.1983.10482720}
}




@inproceedings{ihaka2003colour,
  title={Colour for presentation graphics},
  author={Ihaka, Ross},
  booktitle={Proceedings of DSC},
  pages={2},
  year={2003}
}

@article {franklin2004color,
author = {Franklin, Anna and Davies, Ian R.L.},
title = {New evidence for infant colour categories},
journal = {British Journal of Developmental Psychology},
volume = {22},
number = {3},
publisher = {Blackwell Publishing Ltd},
issn = {2044-835X},
url = {http://dx.doi.org/10.1348/0261510041552738},
doi = {10.1348/0261510041552738},
pages = {349--377},
year = {2004},
}


@article{zeileis2009escaping,
  title={Escaping RGBland: selecting colors for statistical graphics},
  author={Zeileis, Achim and Hornik, Kurt and Murrell, Paul},
  journal={Computational Statistics \& Data Analysis},
  volume={53},
  number={9},
  pages={3259--3270},
  year={2009},
  publisher={Elsevier}
}

@article{bornstein1984color,
year={1984},
issn={0340-0727},
journal={Psychological Research},
volume={46},
number={3},
doi={10.1007/BF00308884},
title={Discrimination and matching within and between hues measured by reaction times: some implications for categorical perception and levels of information processing},
url={http://dx.doi.org/10.1007/BF00308884},
publisher={Springer-Verlag},
author={Bornstein, M.H. and Korda, N.O.},
pages={207-222},
language={English},
abstract={Same-different reaction times (RTs) were obtained for pairs of color samples ranging perceptually from blue to green. In Experiment 1, observers responded with "same" if both stimuli in a pair were from the same hue category (i.e., blue-blue or green-green) or "different" if the two stimuli were from different hue categories (i.e., blue-green or green-blue). RT for "same" responses was faster for pairs of physically identical stimuli (A-A) than for pairs of physically different stimuli (A-a) belonging to the same hue. RT for "different" responses was faster for larger physical differences across a boundary between hues (A-B 6 step) than for smaller physical differences (A-B 2 step). Experiment 2 replicated and extended these findings: In one phase observers matched pairs of stimuli as "same" or "different" by categorical similarity as in Experiment 1, and in a second phase observers matched the same stimulus pairs, this time by physical similarity. Matching by categorical similarity replicated the pattern of results found in Experiment 1. Matching by physical similarity showed that RTs for "different" responses were equivalently fast independent of the physical difference between A-B pairs, but were faster for A-B than for A-a comparisons. Further, matching identity was faster under categorical match instructions than under physical match instructions. Results of the two experiments support a model of parallel processing of physical and categorical stimulus information in color perception. Further, these reaction-time data and their implications in color perception (for hues) parallel reaction-time data and their implications in speech perception (for phonemes).}
}

@article{guilford1934affective,
  title={The affective value of color as a function of hue, tint, and chroma.},
  author={Guilford, Joy P},
  journal={Journal of experimental psychology},
  volume={17},
  number={3},
  pages={342},
  year={1934},
  publisher={Psychological Review Company}
}
@incollection{liu2007distraction,
year={2007},
isbn={978-3-540-73330-0},
booktitle={Engineering Psychology and Cognitive Ergonomics},
volume={4562},
series={Lecture Notes in Computer Science},
editor={Harris, Don},
doi={10.1007/978-3-540-73331-7\_40},
title={How Does Distraction Task Influence the Interaction of Working Memory and Long-Term Memory?},
url={http://dx.doi.org/10.1007/978-3-540-73331-7\_40},
publisher={Springer Berlin Heidelberg},
keywords={working memory; availability of long-term memory; semantic activation; semantic priming},
author={Liu, Ye and Fu, Xiaolan},
pages={366-374},
language={English}
}

@inproceedings{ratner1986finding,
  title={Finding a Shortest Solution for the {$N \times N$} Extension of the 15-PUZZLE Is Intractable.},
  author={Ratner, Daniel and Warmuth, Manfred K},
  booktitle={AAAI},
  pages={168--172},
  year={1986}
}

@incollection{moody2009evaluating,
  title={Evaluating the visual syntax of UML: An analysis of the cognitive effectiveness of the UML family of diagrams},
  author={Moody, Daniel and van Hillegersberg, Jos},
  booktitle={Software Language Engineering},
  pages={16--34},
  year={2009},
  publisher={Springer}
}

@article{moody2010visual,
  title={Visual syntax does matter: improving the cognitive effectiveness of the i* visual notation},
  author={Moody, Daniel L and Heymans, Patrick and Matulevi{\v{c}}ius, Raimundas},
  journal={Requirements Engineering},
  volume={15},
  number={2},
  pages={141--175},
  year={2010},
  publisher={Springer}
}

@techreport{kosslyn1987understanding,
  title={Understanding charts and graphs.},
  author={Kosslyn, Stephen M},
  year={1987},
  institution={DTIC Document}
}

@article{kosslyn2012powerpoint,
  title={PowerPoint{\textregistered} presentation flaws and failures: a psychological analysis},
  author={Kosslyn, Stephen M and Kievit, Rogier A and Russell, Alexandra G and Shephard, Jennifer M},
  journal={Frontiers in psychology},
  volume={3},
  year={2012},
  publisher={Frontiers Media SA}
}

@book{goodman1968languages,
  title={Languages of art: An approach to a theory of symbols},
  author={Goodman, Nelson},
  year={1968},
  publisher={Hackett publishing}
}
@article{wertheimer1922untersuchungen,
  title={Untersuchungen zur Lehre von der Gestalt},
  author={Wertheimer, Max},
  journal={Psychological Research},
  volume={1},
  number={1},
  pages={47--58},
  year={1922},
  publisher={Springer}
}

@article{wixted1994analyzing,
  title={Analyzing the dynamics of free recall: An integrative review of the empirical literature},
  author={Wixted, John T and Rohrer, Doug},
  journal={Psychonomic Bulletin \& Review},
  volume={1},
  number={1},
  pages={89--106},
  year={1994},
  publisher={Springer}
}

@article{ware2002cognitive,
  title={Cognitive measurements of graph aesthetics},
  author={Ware, Colin and Purchase, Helen and Colpoys, Linda and McGill, Matthew},
  journal={Information Visualization},
  volume={1},
  number={2},
  pages={103--110},
  year={2002},
  publisher={SAGE Publications}
}

@article{huang2009measuring,
  title={Measuring effectiveness of graph visualizations: A cognitive load perspective},
  author={Huang, Weidong and Eades, Peter and Hong, Seok-Hee},
  journal={Information Visualization},
  volume={8},
  number={3},
  pages={139--152},
  year={2009},
  publisher={SAGE Publications}
}

@inproceedings{huang2008beyond,
  title={Beyond time and error: a cognitive approach to the evaluation of graph drawings},
  author={Huang, Weidong and Eades, Peter and Hong, Seok-Hee},
  booktitle={Proceedings of the 2008 Workshop on BEyond time and errors: novel evaLuation methods for Information Visualization},
  pages={3},
  year={2008},
  organization={ACM}
}

@article{purchase2002metrics,
  title={Metrics for graph drawing aesthetics},
  author={Purchase, Helen C},
  journal={Journal of Visual Languages \& Computing},
  volume={13},
  number={5},
  pages={501--516},
  year={2002},
  publisher={Elsevier}
}
@article{oulasvirta2006surviving,
  title={Surviving task interruptions: Investigating the implications of long-term working memory theory},
  author={Oulasvirta, Antti and Saariluoma, Pertti},
  journal={International Journal of Human-Computer Studies},
  volume={64},
  number={10},
  pages={941--961},
  year={2006},
  publisher={Elsevier}
}

@article{ericsson1999long,
  title={Long-term working memory as an alternative to capacity models of working memory in everyday skilled performance},
  author={Ericsson, K Anders and Delaney, Peter F},
  journal={Models of working memory: Mechanisms of active maintenance and executive control},
  pages={257--297},
  year={1999}
}

@article{ericsson1996expert,
  title={Expert and exceptional performance: Evidence of maximal adaptation to task constraints},
  author={Ericsson, K Anders and Lehmann, Andreas C},
  journal={Annual review of psychology},
  volume={47},
  number={1},
  pages={273--305},
  year={1996},
  publisher={Annual Reviews 4139 El Camino Way, PO Box 10139, Palo Alto, CA 94303-0139, USA}
}

@article{ericsson1988experimental,
  title={An experimental analysis of the mechanisms of a memory skill},
  author={Ericsson, K Anders and Polson, Peter G},
  journal={Journal of Experimental Psychology: Learning, Memory, and Cognition},
  volume={14},
  number={2},
  pages={305},
  year={1988},
  publisher={American Psychological Association}
}@book{reisig2013understanding,
  title={Understanding Petri Nets},
  author={Reisig, Wolfgang},
  volume={4},
  year={2013},
  publisher={Springer}
}

@book{desrochers1995applications,
  title={Applications of Petri nets in manufacturing systems: modeling, control, and performance analysis},
  author={Desrochers, Alan A and Al-Jaar, Robert Y},
  year={1995},
  publisher={IEEE}
}

@article{yang2012modeling,
  title={Modeling UML sequence diagrams using extended Petri nets},
  author={Yang, Nianhua and Yu, Huiqun and Sun, Hua and Qian, Zhilin},
  journal={Telecommunication Systems},
  volume={51},
  number={2-3},
  pages={147--158},
  year={2012},
  publisher={Springer}
}

@incollection{desel2001petri,
  title={"What Is a Petri Net?" Informal Answers for the Informed Reader},
  author={Desel, J{\"o}rg and Juh{\'a}s, Gabriel},
  booktitle={Unifying Petri Nets},
  pages={1--25},
  year={2001},
  publisher={Springer}
}

@article{carl1962petri,
  title={Kommunikation mit Automaten},
  author={Petri, Carl Adam},
  journal={Bonn: Institut f{\"u}r Instrumentelle Mathematik, Schriften des IIM Nr},
  volume={2},
  year={1962}
}

@inproceedings{cardozo2013modeling,
  title={Modeling and analyzing self-adaptive systems with context petri nets},
  author={Cardozo, Nicol{\'a}s and Gonz{\'a}lez, Sebasti{\'a}n and Mens, Kim and Van Der Straeten, Ragnhild and DHondt, Theo},
  booktitle={Theoretical Aspects of Software Engineering (TASE), 2013 International Symposium on},
  pages={191--198},
  year={2013},
  organization={IEEE}
}

@incollection{petri1980introduction,
  title={Introduction to general net theory},
  author={Petri, Carl Adam},
  booktitle={Net theory and applications},
  pages={1--19},
  year={1980},
  publisher={Springer}
}

@incollection{reisig1979formale,
year={1979},
isbn={978-3-540-09773-0},
booktitle={Formale Modelle f{\"u}r Informationssysteme},
volume={21},
series={Informatik-Fachberichte},
editor={Mayr, Heinrich C. and Meyer, Bernd E.},
doi={10.1007/978-3-642-67485-3\_13},
title={Zur Verwendung von Petrinetz - Morphismen bei der Systemkonstruktion},
url={http://dx.doi.org/10.1007/978-3-642-67485-3\_13},
publisher={Springer Berlin Heidelberg},
author={Reisig, Wolfgang},
pages={220-235},
language={German}
}

@inproceedings{petri1977communication,
  title={Communication disciplines},
  author={Petri, Carl Adam},
  booktitle={Proceedings of the Joint IBM University of Newcastle upon Tyne seminar},
  pages={171--183},
  year={1977}
}

@article{Peterson1977Petrinets,
 author = {Peterson, James L.},
 title = {Petri Nets},
 journal = {ACM Comput. Surv.},
 issue_date = {Sept. 1977},
 volume = {9},
 number = {3},
 month = sep,
 year = {1977},
 issn = {0360-0300},
 pages = {223--252},
 numpages = {30},
 url = {http://doi.acm.org/10.1145/356698.356702},
 doi = {10.1145/356698.356702},
 acmid = {356702},
 publisher = {ACM},
 address = {New York, NY, USA},
} 

@article{oberquelle1982drawings,
  author       = "Oberquelle, Horst",
  title        = "Drawing of nets (continued)",
  year         = "1982",
  journaltitle = {Special Interest Group 'Petri Nets and Related System Models'},
  pages         = "13--14",
  volumn = {11},
  url          = "http://basilic.informatik.uni-hamburg.de/Publications/1982/Obe82"
}

@article{oberquelle1981more,
  title={More on the readability of net representations},
  author={Oberquelle, Horst},
  journal={Petri Nets and Related System Models},
  volumn={9},
  pages={5--8},
  year={1981}
}

@article{petri2008petri,
AUTHOR = {Petri, Carl Adam and Reisig, Wolfgang},
TITLE   = {{P}etri net},
YEAR	= {2008},
JOURNAL	= {Scholarpedia},
VOLUME  = {3},
NUMBER  = {4},
PAGES   = {6477},
NOTE   = {revision \#91646},
}
@misc{renew,
  author = {{Theoretical Foundations Group of the Department for Informatics of the University of Hamburg}},
  title = {The Reference Net Workshop},
  howpublished = {http://renew.de/},
  version = {2.4.3},
  date = {2015-12-15},
}

@book{mayers2013introduction,
  title={Introduction to statistics and SPSS in psychology},
  author={Mayers, Andrew},
  year={2013},
  publisher={Pearson}
}


@article{fowlkes1983method,
author = {Fowlkes, E B and Mallows, C L},
title = {A Method for Comparing Two Hierarchical Clusterings},
journal = {Journal of the American Statistical Association},
volume = {78},
number = {383},
pages = {553-569},
year = {1983},
doi = {10.1080/01621459.1983.10478008},
}

@article{gobet1996templates,
  title={Templates in chess memory: a mechanism for recalling several boards.},
  author={Gobet, F and Simon, HA},
  journal={Cognitive psychology},
  volume={31},
  number={1},
  pages={1},
  year={1996}
}

@article{cooke1993role,
  title={Role of high-level knowledge in memory for chess positions},
  author={Cooke, Nancy J and Atlas, Robert S and Lane, David M and Berger, Robert C},
  journal={The American journal of psychology},
  pages={321--351},
  year={1993},
  publisher={JSTOR}
}

@article{gilhooly1988skill,
  title={Skill in map reading and memory for maps},
  author={Gilhooly, Kenneth J and Wood, Michael and Kinnear, Paul R and Green, Caroline},
  journal={The quarterly journal of experimental psychology},
  volume={40},
  number={1},
  pages={87--107},
  year={1988},
  publisher={Taylor \& Francis}
}

@book{groot1965thought,
author = {De Groot, A D},
title = {Thought and choice in chess},
year = {1965},
masid = {1266451},
publisher = {Mouton}
}

@book{groot2008thought,
author = {De Groot, A D},
title = {Thought and choice in chess},
year = {2008},
masid = {1266451},
publisher = {Amsterdam Academic Archive},
related = {groot1965thought},
relatedtype={reprintfrom},
origdate = {1965}
}

@article{canham2010effects,
title = "Effects of knowledge and display design on comprehension of complex graphics ",
journal = "Learning and Instruction",
volume = "20",
number = "2",
pages = "155 - 166",
year = "2010",
note = "Eye tracking as a tool to study and enhance multimedia learning ",
issn = "0959-4752",
doi = "http://dx.doi.org/10.1016/j.learninstruc.2009.02.014",
url = "http://www.sciencedirect.com/science/article/pii/S0959475209000218",
author = "Matt Canham and Mary Hegarty",
keywords = "Graphical comprehension",
keywords = "Eye fixations",
keywords = "Meteorology instruction",
keywords = "Display design "
}



@article{chase1973perception,
  title={Perception in chess},
  author={Chase, William G and Simon, Herbert A},
  journal={Cognitive psychology},
  volume={4},
  number={1},
  pages={55--81},
  year={1973},
  publisher={Elsevier}
}

@article{simon1973simulation,
  title={A simulation of memory for chess positions},
  author={Simon, Herbert A and Gilmartin, Kevin},
  journal={Cognitive psychology},
  volume={5},
  number={1},
  pages={29--46},
  year={1973},
  publisher={Elsevier}
}


@article{moss2006role,
  title={The role of functionality in the mental representations of engineering students: Some differences in the early stages of expertise},
  author={Moss, Jarrod and Kotovsky, Kenneth and Cagan, Jonathan},
  journal={Cognitive Science},
  volume={30},
  number={1},
  pages={65--93},
  year={2006},
  publisher={Wiley Online Library}
}

@article{chase1973mind,
  title={The mind\'s eye in chess},
  author={Chase, William G and Simon, Herbert A},
  journal={Visual information processing},
  pages={215--281},
  year={1973},
  publisher={Academic Press}
}

@article{reitman1976skilled,
  title={Skilled perception in Go: Deducing memory structures from inter-response times},
  author={Reitman, Judith S},
  journal={Cognitive psychology},
  volume={8},
  number={3},
  pages={336--356},
  year={1976},
  publisher={Elsevier}
}

@article{sheinderman1976exploratory,
year={1976},
issn={0091-7036},
journal={International Journal of Computer \& Information Sciences},
volume={5},
number={2},
doi={10.1007/BF00975629},
title={Exploratory experiments in programmer behavior},
url={http://dx.doi.org/10.1007/BF00975629},
publisher={Kluwer Academic Publishers-Plenum Publishers},
keywords={Programming; programmers; psychological experimentations; human factors; cognitive psychology; memorization; conditional branching},
author={Shneiderman, Ben},
pages={123-143},
language={English}
}

@article{sloboda1976music,
author = {Sloboda, John A},
title = {Visual perception of musical notation: Registering pitch symbols in memory},
journal = {Quarterly Journal of Experimental Psychology},
volume = {28},
number = {1},
pages = {1-16},
year = {1976},
doi = {10.1080/14640747608400532},
URL = {http://dx.doi.org/10.1080/14640747608400532},
}

@article{ericsson1988experimental,
  title={An experimental analysis of the mechanisms of a memory skill.},
  author={Ericsson, K Anders and Polson, Peter G},
  journal={Journal of Experimental Psychology: Learning, Memory, and Cognition},
  volume={14},
  number={2},
  pages={305},
  year={1988},
  publisher={American Psychological Association}
}

@article{egan1979chunking,
  title={Chunking in recall of symbolic drawings},
  author={Egan, Dennis E and Schwartz, Barry J},
  journal={Memory \& Cognition},
  volume={7},
  number={2},
  pages={149--158},
  year={1979},
  publisher={Springer}
}

@inproceedings{sheppard1981effects,
  title={The effects of symbology and spatial arrangement on the comprehension of software specifications},
  author={Sheppard, Sylvia B and Kruesi, Elizabeth and Curtis, Bill},
  booktitle={Proceedings of the 5th international conference on Software engineering},
  pages={207--214},
  year={1981},
  organization={IEEE Press}
}

@article{kozhevnikov2005spatial,
  title={Spatial versus object visualizers: A new characterization of visual cognitive style},
  author={Kozhevnikov, Maria and Kosslyn, Stephen and Shephard, Jennifer},
  journal={Memory \& cognition},
  volume={33},
  number={4},
  pages={710--726},
  year={2005},
  publisher={Springer}
}

@article{newell1972human,
  title={Human problem solving.},
  author={Newell, Allen and Simon, Herbert A},
  year={1972},
  publisher={Prentice-Hall}
}

@article{duncan1984selective,
  title={Selective attention and the organization of visual information},
  author={Duncan, John},
  journal={Journal of Experimental Psychology: General},
  volume={113},
  number={4},
  pages={501},
  year={1984},
  publisher={American Psychological Association}
}

@article{wolfe1994guided,
year={1994},
issn={1069-9384},
journal={Psychonomic Bulletin \& Review},
volume={1},
number={2},
doi={10.3758/BF03200774},
title={Guided Search 2.0 A revised model of visual search},
url={http://dx.doi.org/10.3758/BF03200774},
publisher={Springer-Verlag},
author={Wolfe, Jeremy M.},
pages={202-238},
language={English}
}

@article{conway2003working,
  title={Working memory capacity and its relation to general intelligence},
  author={Conway, Andrew RA and Kane, Michael J and Engle, Randall W},
  journal={Trends in cognitive sciences},
  volume={7},
  number={12},
  pages={547--552},
  year={2003},
  publisher={Elsevier}
}

@article{luck1997capacity,
  title={The capacity of visual working memory for features and conjunctions},
  author={Luck, Steven J and Vogel, Edward K},
  journal={Nature},
  volume={390},
  number={6657},
  pages={279--281},
  year={1997},
  publisher={Nature Publishing Group}
}


@book{baddeley1986working,
  address = {New York},
  author = {Baddeley, A. D.},
  booktitle = {Working Memory},
  publisher = {Oxford University Press},
  title = {Working Memory},
  year = 1986
}

@article{miller1956magical,
author = {Miller, George A},
title = {The Magical Number Seven, Plus or Minus Two: Some Limits on our Capacity for Processing Information},
volume = {63},
year = {1956},
pages = {81--97},
number = {2},
doi = {10.1037/h0043158},
  journal={Psychological review},
  publisher={American Psychological Association}
}