%% This BibTeX bibliography file was created using BibDesk.
%% http://bibdesk.sourceforge.net/
%% Created for Anna Jordanous at 2015-03-26 15:27:14 +0000
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@article{4Pjournal-version,
author = {Anna Jordanous},
title = {Four {PPPP}erspectives on computational creativity in theory and in practice},
journal = {Connection Science},
volume = {0},
number = {0},
pages = {1-23},
year = {0},
doi = {10.1080/09540091.2016.1151860},
URL = {
http://dx.doi.org/10.1080/09540091.2016.1151860
},
eprint = {
http://dx.doi.org/10.1080/09540091.2016.1151860
}
}
@article{research-priorities,
author = {Stuart J. Russell and Daniel Dewey and Max Tegmark},
title = {{R}esearch {P}riorities for {R}obust and {B}eneficial {A}rtificial {I}ntelligence},
journal = {{AI} {M}agazine},
volume = {36},
number = {4},
year = {2015},
}
@book{russo2010companies,
title={Companies on a mission: Entrepreneurial strategies for growing sustainably, responsibly, and profitably},
author={Russo, Michael},
year={2010},
publisher={Stanford University Press}
}
@book{austin2003chase,
title={Chase, chance, and creativity: The lucky art of novelty},
author={Austin, James H},
year={[1978] 2003},
publisher={MIT Press}
}
@article{mccrae1987creativity,
title={Creativity, divergent thinking, and openness to experience},
author={McCrae, Robert R},
journal={Journal of personality and social psychology},
volume={52},
number={6},
pages={1258},
year={1987},
publisher={American Psychological Association}
}
@article{cropley2006praise,
title={In praise of convergent thinking},
author={Cropley, Arthur},
journal={Creativity Research Journal},
volume={18},
number={3},
pages={391--404},
year={2006},
publisher={Taylor \& Francis}
}
@article{wu2013curiosity,
title={{C}uriosity: {F}rom psychology to computation},
author={Wu, Qiong and Miao, Chunyan},
journal={ACM Computing Surveys (CSUR)},
volume={46},
number={2},
pages={18},
year={2013},
publisher={ACM}
}
@inproceedings{grace2014using,
title={{U}sing {C}omputational {C}reativity to {G}uide {D}ata-{I}ntensive {S}cientific {D}iscovery},
author={Grace, Kazjon and Maher, Mary Lou},
booktitle={{W}orkshops at the {T}wenty-{E}ighth {AAAI} {C}onference on {A}rtificial {I}ntelligence},
editor={Yolanda Gil and Haym Hirsh},
year={2014},
note={Discovery Informatics Workshop: Science Challenges for Intelligent Systems.}
}
@article{bishop-erden-special-issue,
title={{C}omputational {C}reativity, {I}ntelligence and {A}utonomy {[}{S}pecial issue{]}},
editor={Bishop, Mark J. and Erden, Yasemin J.},
journal={Cognitive Computation},
volume={4},
number={3},
year={2012},
publisher={Springer}
}
@article{d2012creativity,
title={Creativity through autonomy and interaction},
author={d’Inverno, Mark and Luck, Michael},
journal={Cognitive Computation},
volume={4},
number={3},
pages={332--346},
year={2012},
publisher={Springer}
}
@article{al2012creativity,
title={Creativity and autonomy in swarm intelligence systems},
author={al-Rifaie, Mohammad Majid and Bishop, John Mark and Caines, Suzanne},
journal={Cognitive Computation},
volume={4},
number={3},
pages={320--331},
year={2012},
publisher={Springer}
}
@article{saunders2012towards,
title={Towards autonomous creative systems: {A} computational approach},
author={Saunders, Rob},
journal={Cognitive Computation},
volume={4},
number={3},
pages={216--225},
year={2012},
publisher={Springer}
}
@article{ritchie07,
Annote = {Introduction Assumptions - What Kinds of Activity are Creative? - The Basis in Human Creativity - Sources of Evidence [ignoring process - but is this justified?] - What Kind of Program? - P-Creativity and H-Creativity - Essential properties * Novelty * Quality - ALSO - * Typicality The Framework - Basic Items - Rating the Output - The Objects Generated - Inspiring Set, Program and Results Evidence of Creativity - Preliminaries - The Criteria Related Proposals - Fine Tuning - Other Formalisations * PWC: General Extensions, More Specific Proposals, PWC-Overall * Koza et al's Guidelines Applications of the Criteria - A Poetry Generator [WASP, Gervas 2002] - A Concept Generator [Divago, Pereira 2005] - A Paraphrase Generator [Dupond, (assessed in) Pereira 2005, (reported in) Mendes et al 2004] - Pereira et al.'s Summing Up - A Melody Generator Discussion - Use of the criteria [by others] - The meaning of the criteria Possible extensions - Similarity - The Contribution of the Designer - Self-Rating of Output - Multiple Runs - Random Generation Conclusion Q. e.g. simulation using Ritchie's criteria as GA - how do you find appropriate values for threshold levels and parameters, without overfitting to your system? This is left unsaid by Ritchie except for a small section in p. 93 Q. reliance on inspiring set - does this mean that Ritchie's criteria are heavily influenced by a case-based reasoning type approach? e.g. criteria 9 checks that the examples in the inspiring set can be replicated - what if this isn't important in your system (for example... ***) or if there is no inspiring set? (*** check feedback from ICCCX paper as I think this is discussed there ***) Q. In fact is the whole approach too closely fitted to a computational approach such as used by Ritchie in JAPE or STANDUP, at the expense of applying more generally to a variety of approaches? For debate about computer creativity: Dreyfus 1979, Lovelace, Weizenbaum 1976 Computer power and human reason It is outside the scope of this paper to build a model of creativity or of the creative process, or to define what is neeeded to show evidence of creativity (p. 68). The aim is to formally define observable factors which possibly relate to creativity.},
Author = {Ritchie, Graeme D},
Date-Added = {2015-03-26 15:27:13 +0000},
Date-Modified = {2015-03-26 15:27:13 +0000},
Journal = {Minds and Machines},
Keywords = {AI methodology, Computational Creativity, Empirical criteria, Generating artefacts, Assessing output},
Pages = {67-99},
Read = {No},
Title = {Some Empirical Criteria for Attributing Creativity to a Computer Program},
Volume = {17},
Year = {2007}}
@inproceedings{jordanous10,
Address = {Lisbon, Portugal},
Annote = {GA system using Ritchie's criteria as a fitness function for creativity},
Author = {Jordanous, Anna},
Booktitle = {{P}roceedings of the {I}nternational {C}onference on {C}omputational {C}reativity},
Date-Added = {2015-03-26 12:08:54 +0000},
Date-Modified = {2015-03-26 12:08:59 +0000},
Pages = {223-227},
Read = {1},
Title = {A Fitness Function for Creativity in Jazz Improvisation and Beyond},
Year = {2010}}
@inproceedings{jordanous2010,
Address = {Lisbon, Portugal},
Annote = {GA system using Ritchie's criteria as a fitness function for creativity},
Author = {Jordanous, Anna},
Booktitle = {Proceedings of the {I}nternational {C}onference on {C}omputational {C}reativity},
Date-Added = {2015-03-26 11:11:00 +0000},
Date-Modified = {2015-03-26 11:11:11 +0000},
Pages = {223-227},
Read = {1},
Title = {A Fitness Function for Creativity in Jazz Improvisation and Beyond},
Year = {2010}}
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Journal = {Proceedings of the American Society for Information Science and Technology},
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Publisher = {Wiley Online Library},
Title = {Everyday serendipity as described in social media},
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Year = {2010}}
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Author = {Dave Murray-Rust and Dave Robertson},
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Pages = {875-880},
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Author = {Eagle, Nathan and Pentland, Alex},
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Doi = {10.1007/978-3-319-08816-7_50},
Editor = {Jeschke, Sabina and Isenhardt, Ingrid and Hees, Frank and Henning, Klaus},
Isbn = {978-3-319-08815-0},
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Language = {English},
Pages = {645-663},
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Language = {English},
Pages = {3-19},
Publisher = {Springer Netherlands},
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Isbn = {1595932984},
Keywords = {collaborative,personalization,recommender systems},
Mendeley-Groups = {Magisterarbeit/Recommendation and Serendipity},
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Author = {Lu, Qiuxia and Chen, Tianqi and Zhang, Weinan and Yang, Diyi and Yu, Yong},
Doi = {10.1109/WI-IAT.2012.135},
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Isbn = {978-1-4673-6057-9},
Journal = {2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology},
Keywords = {-collaborative filtering,matrix factorization,recommender systems,serendipity},
Mendeley-Groups = {Magisterarbeit/Recommendation and Serendipity},
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Title = {{Serendipitous Personalized Ranking for Top-N Recommendation}},
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Isbn = {9781605589060},
Keywords = {coverage,evaluation metric,recommender system,serendipity},
Mendeley-Groups = {Magisterarbeit/Recommendation and Serendipity},
Pages = {257--260},
Title = {{Beyond accuracy: evaluating recommender systems by coverage and serendipity}},
Year = {2010},
Bdsk-Url-1 = {http://dl.acm.org/citation.cfm?id=1864761}}
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Author = {Adamopoulos, Panagiotis and Tuzhilin, Alexander},
Journal = {ACM Transactions on Intelligent Systems and Technology (TIST)},
Number = {4},
Pages = {54},
Publisher = {ACM},
Title = {On unexpectedness in recommender systems: Or how to better expect the unexpected},
Volume = {5},
Year = {2014}}
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Author = {Kamahara, Junzo and Asakawa, T},
Booktitle = {Proceedings of the 11th {I}nternationall {M}ultimedia {M}odelling {C}onference},
File = {:Users/worldwindow/Documents/Mendeley Desktop/Kamahara, Asakawa - 2005 - A community-based recommendation system to reveal unexpected interests.pdf:pdf},
Mendeley-Groups = {Magisterarbeit/Recommendation and Serendipity},
Pages = {433--438},
Title = {{A community-based recommendation system to reveal unexpected interests}},
Year = {2005},
Bdsk-Url-1 = {http://ieeexplore.ieee.org/xpls/abs%5C_all.jsp?arnumber=1386026}}
@inproceedings{Oku2011,
Author = {Oku, Kenta and Hattori, F},
Booktitle = {Proceedings of the {W}orkshop on {N}ovelty and {D}iversity in {R}ecommender {S}ystems ({D}ive{RS} 2011), at the 5th {ACM} {I}nternational {C}onference on {R}ecommender {S}ystems},
File = {:Users/worldwindow/Documents/Mendeley Desktop/Oku, Hattori - 2011 - Fusion-based recommender system for improving serendipity.pdf:pdf},
Keywords = {fusion-based recommender system,recommender system},
Mendeley-Groups = {Magisterarbeit/Recommendation and Serendipity},
Number = {DiveRS},
Title = {{Fusion-based recommender system for improving serendipity}},
Year = {2011},
Bdsk-Url-1 = {http://ceur-ws.org/Vol-816/divers2011.pdf%5C#page=29}}
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Author = {Zhang, Yuan Cao and S\'{e}aghdha, Diarmuid \'{O} and Quercia, Daniele and Jambor, Tamas},
Booktitle = {Proceedings of the fifth {ACM} international conference on {W}eb search and data mining},
File = {:Users/worldwindow/Documents/Mendeley Desktop/Zhang et al. - 2011 - Auralist Introducing Serendipity into Music Recommendation.pdf:pdf},
Keywords = {accuracy,collaborative filtering,diversification,metrics,novelty,recommender systems,serendipity},
Mendeley-Groups = {Magisterarbeit/Recommendation and Serendipity},
Pages = {13--22},
Title = {Auralist: {I}ntroducing {S}erendipity into {M}usic {R}ecommendation},
Year = {2011}}
@inproceedings{Sugiyama2011,
Author = {Sugiyama, Kazunari},
Booktitle = {Proceedings of the 11th annual international {ACM}/{IEEE} joint conference on {D}igital libraries},
File = {:Users/worldwindow/Documents/Mendeley Desktop/Sugiyama - 2011 - Serendipitous Recommendation for Scholarly Papers.pdf:pdf},
Isbn = {9781450307444},
Keywords = {recommendation,serendipity,user modeling},
Mendeley-Groups = {Magisterarbeit/Recommendation and Serendipity},
Pages = {307--310},
Title = {{Serendipitous Recommendation for Scholarly Papers}},
Year = {2011}}
@inproceedings{Onuma2009,
Author = {Onuma, Kensuke and Tong, H and Faloutsos, Christos},
Booktitle = {Proceedings of the 15th {ACM} {SIGKDD} international conference on {K}nowledge discovery and data mining},
File = {:Users/worldwindow/Documents/Mendeley Desktop/Onuma, Tong, Faloutsos - 2009 - TANGENT A Novel 'Surprise-me' Recommendation Algorithm.pdf:pdf},
Isbn = {9781605584959},
Mendeley-Groups = {Magisterarbeit/Recommendation and Serendipity},
Title = {{TANGENT}: {A} {N}ovel {`}{S}urprise-me{'} {R}ecommendation {A}lgorithm},
Year = {2009},
Bdsk-Url-1 = {http://dl.acm.org/citation.cfm?id=1557093}}
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File = {:Users/worldwindow/Documents/Mendeley Desktop/McCay-Peet, Toms - 2011 - The serendipity quotient.pdf:pdf},
Mendeley-Groups = {Magisterarbeit/Serendipity},
Pages = {1--4},
Title = {{The serendipity quotient}},
Year = {2011},
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@incollection{Murakami2008,
Author = {Murakami, Tomoko and Mori, Koichiro and Orihara, Ryohei},
Booktitle = {New {F}rontiers in {A}rtificial {I}ntelligence},
File = {:Users/worldwindow/Documents/Mendeley Desktop/Murakami, Mori, Orihara - 2008 - Metrics for evaluating the serendipity of recommendation lists.pdf:pdf},
Mendeley-Groups = {Magisterarbeit/Recommendation and Serendipity},
Pages = {40--46},
Title = {{Metrics for evaluating the serendipity of recommendation lists}},
Year = {2008},
publisher = {Springer},
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author={Corneli, Joseph and Jordanous, Anna and Shepperd, Rosie and Llano, Maria Teresa and Misztal, Joanna and Colton, Simon and Guckelsberger, Christian},
title={Computational Poetry Workshop: Making Sense of Work in Progress},
editor={Colton, S. and Toivonen, H. and Cook, M. and Ventura, D.},
booktitle={Proceedings of the {S}ixth {I}nternational {C}onference on {C}omputational {C}reativity, {ICCC} 2015},
year={2015},
abstract={Creativity cannot exist in a vacuum; it develops through feedback, learning, reflection and social interaction with others. However, this perspective has been relatively under-investigated in computational creativity research, which typically examines systems that operate individually. We develop a thought experiment showing how structured dialogues can help develop the creative aspects of computer poetry. Centrally in this approach, we ask questions of a poem, inviting it to tell us in what way it may be considered a {``}creative making.{''}},
publisher={Association for Computational Creativity}},
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title={Implementing feedback in creative systems: {A} workshop approach},
author={Joseph Corneli and Anna Jordanous},
booktitle={Proceedings of the {F}irst {I}nternational {W}orkshop on {AI} and {F}eedback},
editor={Nardine Osman and Matthew Yee-King},
year={2015},
}
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title={On the method of {Z}adig},
booktitle={Science and {H}ebrew {T}radition: {E}ssays},
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title={Creativity {V}ersus the {P}erception of {C}reativity in {C}omputational Systems},
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year={2008}
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title={{O}pen {D}ialogues and {A}nticipations -- {R}especting {O}therness in the {P}resent {M}oment},
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year={2014},
location={Helsinki},
publisher={National Institute for Health and Welfare}
}
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title={Breaking {S}mart: {S}eeking serendipity through technology},
author={Rao, Vekatesh},
year={2015},
publisher={Ribbonfarm, Inc.},
url={http://breakingsmart.com}
}
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year={2014},
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volume={27},
number={1},
title={{M}achine {M}orality: {T}he {M}achine as {M}oral {A}gent and {P}atient {[}{S}pecial issue{]}},
publisher={Springer Netherlands},
keywords={Artificial intelligence; Ethics; Moral agency; Moral patiency; Roboethics},
author={Gunkel, David J. and Bryson, Joanna},
language={English}
}
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year={2007},
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publisher={Kluwer Academic Publishers},
keywords={Artificial intelligence; Machine ethics},
author={Anderson, Michael and Anderson, Susan Leigh},
pages={1-10},
language={English}
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title={Creativity: {F}low and the {P}sychology of {D}iscovery and {I}nvention},
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year={2012},
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year={2005}
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year={2015}}
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title={Freud's {T}heories of {R}epression and {M}emory: {A} {C}ritique of \emph{{F}reud and {F}alse {M}emory {S}yndrome} by {P}hil {M}ollon},
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year={2015}}
@incollection{keller2014ubimus,
title={{U}bimus {T}hrough the {L}ens of {C}reativity {T}heories},
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booktitle={{U}biquitous {M}usic},
pages={3--23},
year={2014},
publisher={Springer}
}
@book{slack2003noble,
title={{N}oble {O}bsession: {C}harles {G}oodyear, {T}homas {H}ancock, and the {R}ace to {U}nlock the {G}reatest {I}ndustrial {S}ecret of the 19th {C}entury},
author={Slack, Charles},
year={2003},
publisher={Hyperion}
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@book{kennedy2016inventology,
title={{I}nventology: {H}ow {W}e {D}ream {U}p {T}hings {T}hat {C}hange the {W}orld},
author={Kennedy, Pagan},
year={2016},
publisher={Houghton Mifflin Harcourt}
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title={{A}ntifragile {S}oftware: {B}uilding {A}daptable {S}oftware with {M}icroservices},
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