Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Cover of the book

2013 | OriginalPaper | Chapter

Extraction of Location-Based Emotions from Photo Platforms

Authors : Eva Hauthal, Dirk Burghardt

Published in: Progress in Location-Based Services

Publisher: Springer Berlin Heidelberg

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The adaptation of location-based services considers mainly objective information and collections of facts. Subjective components such as emotions and opinions can provide alternative views, e.g. for supporting decision making. Therefore, research on affect analysis is carried out by capturing and analyzing location-based emotions from user generated content. The chapter presents the approach of extracting emotions from photo titles, descriptions and tags of Flickr and Panoramio pictures. The obtained emotions are documented in the valence-arousal-space as well as in emotional maps of geospace. The distribution of emotions within the valence-arousal-space represents the kinds of emotions occurring in the study area of Dresden whereas the emotional map shows the geospatial distribution. The investigation results offer further potential for an analysis regarding influencing demographic factors and their effect on spatial applications in the field of tourism.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Erratum to: App-Free Zone: Paper Maps as Alternative to Electronic Indoor Navigation Aids and Their Empirical Evaluation with Large User Bases
next chapter Combining Float Car Data and Multispectral Satellite Images to Extract Road Features and Networks
Footnotes
4
Relating to the circulatory system, that is the heart and blood vessels.
 
5
Relating to respiration/breathing.
 
6
Of or pertaining to the electrical properties of skin.
 
Literature
Abbasi A, Chen H, Thoms S, Fu T (2008) Affect analysis of web forums and blogs using correlation ensembles. IEEE Trans Knowl Data Eng 20(9):1168–1180
Abdalla A, Weiser P (2011) Towards emotional and opinion-based layers in city GIS. In: Schrenk M et al. (ed) Real corp 2011. Change for stability. Lifecycles of cities and regions. The role and possibilities of foresighted planning in transformation processes. Proceedings of 16th international conference on urban planning, regional development and information society
Beaudoin J (2007) Flickr image tagging: patterns made visible. Bull Am Soc Inf Sci Technol 1(34):26–29
Bell PA, Fusco ME (1986) Linear and curvilinear relationships between temperature, affect, and violence: reply to cotton. J Appl Soc Psychol 9(16):802–807CrossRef
Bell PA, Greene TC (1984) Thermal stress: physiological comfort, performance and social effects of hot and cold environments. In: Evans GW (ed) Environmental stress. Cambridge, pp 75–104
Bergner BS, Zeile P, Papastefanou G, Rech W, Streich B (2011) Emotional barrier-GIS. A new approach to integrate barrier-free planning in urban planning processes. In: Schrenk M et al (ed) Real corp 2011. Change for stability. Lifecycles of cities and regions. The role and possibilities of foresighted planning in transformation processes. Proceedings of 16th international conference on urban planning, regional development and information society
Bradley MM, Lang PJ (2010) Affective norms for english words (ANEW): stimuli, instruction manual and affective ratings. Technical report C-2, University of Florida
Bronzaft AL (2002) Noise pollution: a hazard to physical and mental well-being. In: Bechtel RB, Ts’erts’Churchman A (ed) Handbook of environmental psychology. New York, pp 499–510
Budhathoki NJ, Bruce B, Nedovic-Budic Z (2008) Reconceptualizing the role of the user of spatial data infrastructure. GeoJournal 72(3–4):149–160CrossRef
Budhathoki NR (2010) Participants’ motivations to contribute geographic information in an online community. Abstract of doctoral dissertation, University of Illinois at Urbana-Champaign
Choudhury MD, Feldman M, Amer-Yahia S, Golbani N, Lempel R, Yu C (2010) Automatic construction of travel itineraries using social breadcrumbs. Hypertext 10. Proceedings of the 21st ACM conference on hypertext and hypermedia: Toronto, 13–16 June 2010
Clark K (2011) Stories everywhere. Presentation at where 2.0 conference, California, 2011-04-20 Santa Clara
Csikszentmihalyi M (1990) Flow. HarperCollins, New York
Egner S, Agüeras-Netz J (2008) Emotionen online messen. Planung and analyse, Zeitschrift für Marktforschung und Marketing 1
Esuli A, Baccianella S, Sebastiani F (2010) SentiWordNet 3.0: an enhanced lexical resource for sentiment analysis and opinion mining. de Pauw G (ed) Proceedings of the second workshop on african language technology (AfLaT 2010) held in collocation with the seventh international conference on language resources and evaluation (LREC 2010); May 18, 2010 Valletta
Fehr B, Russell JA (1984) Concept of emotion viewed from a prototype perspective. J Exp Psychol Gen 3(113):464–486CrossRef
Fiehler R (1990) Kommunikation und emotion. theoretische und empirische untersuchungen zur rolle von emotionen in der verbalen interaktion. Walter de Gruyter, Berlin
Francisco V, Hervás R (2007) EmoTag: automated mark up of affective information in texts. In: EUROLAN 2007 summer school, proceedings of the doctoral consortium 5–12
Francisco V, Gervás P, Peinado F (2010) Ontological reasoning for improving the treatment of emotions in text. Knowl Inf Syst 3(25):421–443CrossRef
Fries N (1996) Grammatik und emotion. Sprache und pragmatik 38:1–39
Gallagher W (2007) The power of place. How our surroundings shape our thoughts, emotions, and actions. Harper Perennial, New York
Gartner G, Ortag F (2011) Emotional mapping for migrants—using cartography for integration efforts. In: Schrenk M et al. (ed) Real corp 2011. Change for stability. Lifecycles of cities and regions. The role and possibilities of foresighted planning in transformation processes. Proceedings of 16th international conference on urban planning, regional development and information society
Girardin F, Calabrese F, Fiore FD, Ratti C, Blat J (2008) Digital footprinting: uncovering tourists with user-generated content. IEEE Pervasive Comput 4(7):36–43CrossRef
Golder SA, Huberman BA (2006) Usage patterns of collaborative tagging systems. J Inf Sci 32(2):198–208CrossRef
Goodchild M (2007) Citizens as voluntary sensors: spatial data infrastructure in the world of web 2.0. Int J Spatial Data Infrastruct Res 2:24–32
Izard CE (2009) Emotion theory and research: highlights, unanswered questions, and emerging issues. Annu Rev Psychol 1(60):1–25CrossRef
Jahr S (2000) Emotionen und emotionsstrukturen in sachtexten. Ein interdisziplinärer ansatz zur qualitativen und quantitativen beschreibung der emotionalität von texten. de Gruyter, Berlin
Kaplan R, Kaplan S (1989) The experience of nature: a psychological perspective. Cambridge University Press, New York
Kipp MEI (2007) @toread and cool: tagging for time, task and emotion. In: Proceedings information architecture summit 2007, Las Vegas, 22–26 March 2007
Kisilevich S, Rohrdantz C, Keim D (2010) Beautiful picture of an ugly place. Exploring photo collections using opinion and sentiment analysis of user comments. Proceeding of the international multiconference on computer science and information technology, Wisła 419–428 18–20, October 2010
Klettner S, Huang H, Schmidt M (2012) EmoMap—considering emotional responses to space for enhancing LBS. In: Gartner GF, Ortag F (eds) Advances in location-based services, 8th international symposium on location-based services, Vienna 2011
Korpela K (2002) Children’s environment. In: Bechtel RB, Ts’erts’Churchman A (eds) Handbook of environmental psychology. New York, pp 363–373
Kroeber-Riel W, Weinberg P, Gröppel-Klein A (2009) Konsumentenverhalten. Vahlen, München
Lang PJ, Greenwald MK, Bradley MM, Hamm AO (1993) Looking at pictures: affective, facial, visceral and behavioral reactions. Psychophysiology 30:261–273CrossRef
Mackerron G, Mourato S (2011) Happiness is greater in natural environments. Under Submission
Mau G (2009) Die bedeutung der emotionen beim besuch von online-shops. Messung, determinanten und wirkungen. Gabler, Wiesbaden
Miller FP, Vandome AF, Mcbrewster J (2009) Geotagging. VDM Publishing House Ltd., Beau Bassin-Rose Hill
Mody RN, Willis KS, Kerstein R (2009) WiMo: location-based emotion tagging. In: Milic-Frayling N et al. (eds) Proceedings of the 8th international conference on mobile and ubiquitous multimedia, Cambridge, 22–25 November 2009
Ortag F, Huang H (2011) Location-based emotions relevant for pedestrian navigation. In: Proceedings of the 25th international cartographic conference, Paris
Purves RS, Edwardes AJ, Wood J (2011) Describing place through user generated content. First Monday 9(16)
Rorissa A (2010) A comparative study of Flickr tags and index terms in a general image collection. J Am Soc Inform Sci Technol 11(61):2230–2242CrossRef
Russell JA (1980) A circumplex model of affect. J Pers Soc Psychol 39:1161–1178CrossRef
Russell JA, Mehrabian A (1977) Evidence for a three-factor theory of emotions. J Res Pers 3(11):273–294CrossRef
Schimmack U (1999) Strukturmodelle der Stimmungen: Rückschau, Rundschau und Ausschau. Psychologische Rundschau 50(2):90–97CrossRef
Schwarz-Friesel M (2007) Sprache und Emotion. Francke, Tübingen
Sen S, Lam SK, Rashid AM, Cosley D, Frankowski D, Osterhouse J, Harper FM, Riedl J (2006) Tagging, communities, vocabulary, evolution. In: Hinds P, Martin D (eds) CSCW ‘06: proceedings of the 2006 20th anniversary conference on computer supported cooperative work, Banff, Alberta, Canada, 181–190 04–08 November 2006
Siegel S, Hinson R, Krank M, Mccully J (1982) Heroin “overdose” death: contribution of drug-associated environmental cues. Science 4544(216):436–437CrossRef
Sigurbjörnsson B, Van Zwol R (2008) Flickr tag recommendation based on collective knowledge. In: Ma W et al. (eds) Proceedings of the 17th international conference on world wide web
Suedfeld P (1991) Extreme and unusual environments. In: Stokols D, Altman I (eds) Handbook of environmental psychology. Malabar, pp 863–887
Trimmel M (2003) Allgemeine psychologie: motivation, emotion. Kognition. Facultas, Wien
Valitutti A, Strapparava C, Stock O (2004) Developing affective lexical resources. PsychNology J 2(1):61–83
Van Der Kolk BA, Mcfarlane AC, Weisæth L (1996) Traumatic stress. The effects of overwhelming experience on mind, body, and society. Guilford Press, New York
Veitch R, Arkkelin D (1995) Environmental psychology. An interdisciplinary perspective. Prentice Hall, Englewood Cliffs
Võ ML-H, Conrad M, Kuchinke L, Hartfeld K, Hofmann MF, Jacobs AM (2009) The Berlin affective word list reloaded (BAWL-R). Behav Res Methods 41(2):534–538CrossRef
Westerink JHDM, Ouwerkerk M, Overbeek TJM, Pasveer WF, De Ruyter B (2008) Introduction: probing experience. In: Westerink JHDM et al. (eds) Probing experience, from assessment of user emotions and behaviour to development of products. Springer, Dordreht
Zafarani R, Cole WD, Liu H (2010) Sentiment propagation in social networks: a case study in livejournal. In: Chai S-K et al. (eds) Advances in social computing. Proceedings of third international conference on social computing, behavioral modeling, and prediction, SBP 2010, Bethesda, MD, USA, 30–31 March 2010
Zheng Y-T, Zha Z-J, Chua T-S (2011) Research and applications on georeferenced multimedia: a survey. Multimedia Tools App 81:77–98CrossRef
Metadata
Title
Extraction of Location-Based Emotions from Photo Platforms
Authors
Eva Hauthal
Dirk Burghardt
Copyright Year
2013
Publisher
Springer Berlin Heidelberg
Book
Progress in Location-Based Services

Print ISBN: 978-3-642-34202-8

Electronic ISBN: 978-3-642-34203-5

Copyright Year: 2013

DOI
https://doi.org/10.1007/978-3-642-34203-5_1

Premium Partner

    Image Credits