@theartofchaoz @jordanbpeterson She's one of the most accomplished living emotion researchers and highly respected in the field for her work (btw., in contrast to JP, who is largely stuck in the psychology of the 90s). If you want a non-popular science take, have a look at this paper: https://t.co/wO657IYwMW
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements.
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Numerous discussions highlight the core assertion of the publication that facial expressions do not universally correspond to emotions, demonstrated through phrases like 'facial movements are unreliable signals' and 'context matters'. The tone is often serious and evidence-driven, using references and critiques to emphasize the importance of understanding cultural and situational variances in emotional expression.
The majority of discussions show a general consensus with the article's argument that facial expressions cannot be reliably interpreted as emotions.
Many users express strong curiosity about the implications of the publication, leading to lively discussions and shares.
A significant number of participants engage deeply with the content, analyzing methodologies and citing the evidence presented.
There is a widespread belief that this publication influences perspectives on emotion recognition technology and its limitations.
Abstract in brief
- It is a common belief that facial expressions clearly reflect a person's emotional state; this assumption impacts various domains such as law, education, and AI research.
- Scientific evidence shows that while certain facial expressions like smiling or frowning can indicate specific emotions, they also vary widely across cultures and contexts, leading to misunderstandings.
- The article calls for more in-depth research on the complexities of facial movements to understand emotions better and account for the diverse meanings they can convey in different situations.
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Most liked on X and Bluesky@Mark_Solms The claim is not well supported by the evidence (even for sighted individuals). See this analysis of 1000+ publications, written jointly by 5 senior scientists with diverse viewpoints, particularly p. 27-28. https://t.co/vey8Q7LKoL https://t.co/tfePcTHSSj
@HarvardBiz Looks like @HarvardBiz needs to keep up to date on the scientific literature. Outdated articles like this one are so unfortunate. https://t.co/vey8Q7LKoL
Computers are terrible at detecting emotions from facial expressions (as @LFeldmanBarrett and others have shown: https://t.co/s4hyRQ70VI / https://t.co/OAx27RaHH5) and it's ableist and unjustifiable to expect everyone to show emotions in the same way https://t.co/ixqDAsjUTd
A cautionary research article for everyone working with facial expressions on artificial (virtual) humans. We are still not able to portray emotions on the faces of virtual humans in a way which would reflect real-life representations of emotion: https://t.co/BqJwRuJi5n https://t.co/dsQbN53d00
Teaching anyone facial expressions to read others emotions is flawed “facial configurations are not observed reliably or specifically enough to use them to infer a person’s emotional state” “emotional expressions are more variable and context-dependent” https://t.co/OhazTMSDDA https://t.co/Sl3wYGBA5c
All mentions
What Is Your Body Telling People? | Otherwords
Can AI Detect Your Emotions?
Understanding Facial Microexpressions: A Deeper Analysis
The topic of facial microexpressions is far more complex than some YouTubers suggest. This video aims to provide a comprehensive academic perspective on these expressions, emphasizing the need for thorough research to…
Barrett, L. F., Adolphs, R., Marsella, S., Martinez, A. M., & Pollak, S. D. (2019). “Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements.” Psychological Science in the Public Interest, 20(1), 1–68. https://t.co/gOlQPh6SLz
...are weaker than originally implied pubmed.ncbi.nlm.nih.gov/31313636/
RT @LFeldmanBarrett: @athundt @Abebab For much more detail, see our analysis in PSPI (https://t.co/vey8Q7LKoL and my website (https://t.co…
#5yrsago A free, accessible, hyperlinked version of the Mueller Report https://t.co/PAXsruDGwp #5yrsago Eminent psychologists condemn “emotion detection” systems as being grounded in junk science https://t.co/ZKpY7JkQvh 10/ https://t.co/Z3SgqCklWh
RT @LFeldmanBarrett: @athundt @Abebab For much more detail, see our analysis in PSPI (https://t.co/vey8Q7LKoL and my website (https://t.co…
RT @LFeldmanBarrett: @athundt @Abebab For much more detail, see our analysis in PSPI (https://t.co/vey8Q7LKoL and my website (https://t.co…
RT @LFeldmanBarrett: @athundt @Abebab For much more detail, see our analysis in PSPI (https://t.co/vey8Q7LKoL and my website (https://t.co…
RT @LFeldmanBarrett: @athundt @Abebab For much more detail, see our analysis in PSPI (https://t.co/vey8Q7LKoL and my website (https://t.co…
@athundt @Abebab For much more detail, see our analysis in PSPI (https://t.co/vey8Q7LKoL and my website (https://t.co/JJNrYGJJqk).
@datepsych I think this hasn’t held up so well. Facial expression of emotion does vary across cultures https://t.co/NvXjtNJTm4
https://t.co/S8cYgs0Ip9
https://t.co/PUPaOIlO5f
@koenfucius @hdeniswu @jayvanbavel https://t.co/pCf6COg7FT
RT @yazilama: Hariri yalnızca kötü bir bilim yazarı değil tarihin merkezine hikayeleri koyan bir idealist ve soykırımı destekleyen bir siyo…
Hariri yalnızca kötü bir bilim yazarı değil tarihin merkezine hikayeleri koyan bir idealist ve soykırımı destekleyen bir siyonist. Sapiens'in ilk 10 sayfasında bütün felsefi öncüllerinin çöp olduğu görülüyor zaten. https://t.co/Wj5xNq1WYq
@doctor_oxford @PeteUK7 @LibDemPatrick @PeterStefanovi2 @JoFroggatt @ITV Re facial expressions, evidence shows without context viewers can't distinguish angry faces from thinking hard etc. Dr. Barrett discusses (~23 minutes into) this great podcast https://t.co/WLoj6y6ZJi @HiddenBrain https://t.co/xf05hK39bS https://t.co/d4MB2reoUr
my man https://t.co/pgF0HHgbb3 https://t.co/z2c5lMRRh7
@mmitchell_ai You can cite this paper by @LFeldmanBarrett instead! https://t.co/cPhvUtFWDl
@emollick 68-page paper that explains why facial expressions != emotions https://t.co/cPhvUtFWDl
RT @KatjaZia: A cautionary research article for everyone working with facial expressions on artificial (virtual) humans. We are still not a…
RT @Tulio_sg: Em complemento, deixo o trabalho de Barrett et al. (2019), "Emotional Expressions Reconsidered: Challenges to Inferring Emoti…
[instances] of the same emotion category are neither reliably expressed through nor perceived from a common set of facial movements [There] is no unique mapping between a configuration of facial movements and instances of an emotion category https://t.co/XCJyGWIxSR
RT @KatjaZia: A cautionary research article for everyone working with facial expressions on artificial (virtual) humans. We are still not a…
RT @KatjaZia: A cautionary research article for everyone working with facial expressions on artificial (virtual) humans. We are still not a…
A cautionary research article for everyone working with facial expressions on artificial (virtual) humans. We are still not able to portray emotions on the faces of virtual humans in a way which would reflect real-life representations of emotion: https://t.co/BqJwRuJi5n https://t.co/dsQbN53d00
RT @LFeldmanBarrett: @Mark_Solms The claim is not well supported by the evidence (even for sighted individuals). See this analysis of 1000+…
@Heathen_Dragon @forestvanslyke Barrett, L. F., Adolphs, R., Marsella, S., Martinez, A. M., & Pollak, S. D. (2019). Emotional expressions reconsidered: Challenges to inferring emotion from human facial movements.
RT @LFeldmanBarrett: @Mark_Solms The claim is not well supported by the evidence (even for sighted individuals). See this analysis of 1000+…
RT @LFeldmanBarrett: @Mark_Solms The claim is not well supported by the evidence (even for sighted individuals). See this analysis of 1000+…
RT @LFeldmanBarrett: @Mark_Solms The claim is not well supported by the evidence (even for sighted individuals). See this analysis of 1000+…
@Mark_Solms The claim is not well supported by the evidence (even for sighted individuals). See this analysis of 1000+ publications, written jointly by 5 senior scientists with diverse viewpoints, particularly p. 27-28. https://t.co/vey8Q7LKoL https://t.co/tfePcTHSSj
@Psycholosopher @rebecca_saxe There's a large body of work related to ambiguity and contextual dependance, e.g. @LFeldmanBarrett https://t.co/G3tCpyw80z @_desmond_ong https://t.co/lGA3iPFYtf Many many others, https://t.co/IjaTNcv9xg https://t.co/HdAx64Knsg including our own https://t.co/jW3rhYoa33
@olivier_klein Au cas où ça aide, un meme sur expression≠experience feat. N'golo Kante. +un de mes papiers fav : Barrett, et al. (2019). Emotional expressions reconsidered: challenges to inferring emotion from human facial movements. Psychological Science in the Public Interest, 20(1), 1–68. https://t.co/G57eE1MXZT
@alaskandonut @Hellooo_Kittah @rowancheung Well, you are welcome to believe what you like. It's not a question of belief, though. It's a question of data, and the preponderance of data say otherwise. Here's an analysis of 1000 research papers on the subject to keep you entertained. Cheers. https://t.co/53QH8oWsKA
Em complemento, deixo o trabalho de Barrett et al. (2019), "Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements"(https://t.co/BNiqhY1rKi) https://t.co/tvGw6ak8CL
RT @LFeldmanBarrett: @leonpalafox @aromeromyt @Scobleizer @rowancheung Can a person's emotional state be readily inferred from their facial…
@vow02645667 @rowancheung And here is a comprehensive review of the evidence (1000+ papers reviewed by 5 senior scientists, including myself). Happy reading. https://t.co/vey8Q7LKoL
RT @LFeldmanBarrett: @leonpalafox @aromeromyt @Scobleizer @rowancheung Can a person's emotional state be readily inferred from their facial…
RT @LFeldmanBarrett: @leonpalafox @aromeromyt @Scobleizer @rowancheung Can a person's emotional state be readily inferred from their facial…
@leonpalafox @aromeromyt @Scobleizer @rowancheung Can a person's emotional state be readily inferred from their facial movements? Here's an analysis by 5 senior scientists of 1000 research papers, who started out with diverse views and came to consensus on the evidence. (Answer: No, it can't.) https://t.co/vey8Q7LKoL
@ConsciousES1 @heyBarsee This paper reviews what is known about "detecting" emotion in the face. https://t.co/vey8Q7LKoL
@m0j0hn @FunFactsLulu They do believe that, and they're wrong. I did a quick search and found this paper. I didn't read the whole thing yet. https://t.co/7i18kuV95w
@xSiQJoaC4osjsfJ Δεν έχει να κάνει με χατίρι αλλά με fact!! (συνεχίζεις την ειρωνεία) https://t.co/hVWQSLnhXf https://t.co/JJBI4JVdmv το άρθρο https://t.co/cAzlhiHBvk
@xSiQJoaC4osjsfJ "Εγώ το διάβασα.. εσύ το έχεις διαβάσει... Κράταω μια επιφύλαξη" αυτό είναι επιθετικότητα και ειρωνεία. Δεν το έβαλα τυχαία η LF Barrett, is among the top 1% most cited scientists in the world !!! Σε κάθε περίπτωση το παραθέτω , είναι open access https://t.co/EuFh0gljMi
@xSiQJoaC4osjsfJ H βιβλιογραφία σου είναι outdated Διάβασε αυτό Barrett, L. F., Adolphs, R., Marsella, S., Martinez, A. M., & Pollak, S. D. (2019). Emotional expressions reconsidered: Challenges to inferring emotion from human facial movements. Psychological Science in the Public Interest
@dalsochio11 @Viera_Vieira1 @PaolBari @JornalismoWando Alguns que tenho salvo (só copiar e colar os DOIs no google) 10.1177/1529100619832930 https://t.co/3GOMYnI2kS 10.3389/fpsyg.2018.01672
@jennwvaughan @Abebab Re sources on why emotion recognition AI is pseudo-science. I like this 2019 article for a survey of the state of play with inferring emotions from facial mvmt: https://t.co/kNYcp3G9ty
@1njection @LFeldmanBarrett @coffeewithayman 'without hard evidence'...? here you go mate... google the authors... https://t.co/M2cJedMz2J
@mind_group https://t.co/ALokPqabPE
Currently, this #technology still has a high degree of inaccuracy (https://t.co/YsjBQ0SJtL), and moreover, there might be legal norms to comply with, as #emotionrecognition is under the scope of the future European AI Regulation (https://t.co/mfyc2QDcxX).
There’s more to emotions than facial expressions. Contrary to received wisdom, “facial movements commonly thought to signal particular emotions regardless of context, person, and culture are not universally diagnostic of emotional states”: https://t.co/3r0DghBIUA https://t.co/JgxmIp2p3q
RT @daviddesteno: Here’s a summary of the paper for APS’ public interest series. https://t.co/ikEY86n5Z4
RT @daviddesteno: Here’s a summary of the paper for APS’ public interest series. https://t.co/ikEY86n5Z4
Here’s a summary of the paper for APS’ public interest series. https://t.co/ikEY86n5Z4
https://www.psychologicalscience.org/publications/emotional-expressions-reconsidered-challenges-to-inferring-emotion-from-human-facial-movements.html
https://t.co/O9o0UTFjK5
Peer reviewed research on the topic: https://t.co/GdaKc38KQE
@theartofchaoz @jordanbpeterson She's one of the most accomplished living emotion researchers and highly respected in the field for her work (btw., in contrast to JP, who is largely stuck in the psychology of the 90s). If you want a non-popular science take, have a look at this paper: https://t.co/wO657IYwMW
RT @LFeldmanBarrett: @m_lajante Nope. Statements like "expressions of emotion are universal" ignore a mountain of evidence to the contrary.…
RT @drewharwell: Computers are terrible at detecting emotions from facial expressions (as @LFeldmanBarrett and others have shown: https://t…
RT @drewharwell: Computers are terrible at detecting emotions from facial expressions (as @LFeldmanBarrett and others have shown: https://t…
RT @drewharwell: Computers are terrible at detecting emotions from facial expressions (as @LFeldmanBarrett and others have shown: https://t…
Computers are terrible at detecting emotions from facial expressions (as @LFeldmanBarrett and others have shown: https://t.co/s4hyRQ70VI / https://t.co/OAx27RaHH5) and it's ableist and unjustifiable to expect everyone to show emotions in the same way https://t.co/ixqDAsjUTd
@KateKayeReports @hypervisible It's not even possible for humans. See the extensive work by Dr Lisa Feldman Barrett. https://t.co/DCkBn4EZex
RT @Fiona_Clarke_: Teaching anyone facial expressions to read others emotions is flawed “facial configurations are not observed reliably o…
Teaching anyone facial expressions to read others emotions is flawed “facial configurations are not observed reliably or specifically enough to use them to infer a person’s emotional state” “emotional expressions are more variable and context-dependent” https://t.co/OhazTMSDDA https://t.co/Sl3wYGBA5c
6- the research https://t.co/MAr3SnOfvJ
Esta revisión sistemática muestra que la forma en que las personas perciben y expresan "emociones básicas" varía sustancialmente entre culturas, situaciones, y entre personas. Es más, una config. determinada puede asociarse a distintas emociones. https://t.co/HJRnaJeQlp
RT @LFeldmanBarrett: @nhooey @SteveStuWill Five senior scientists (with diverse views on emotion) examined this question by reading 1000+ s…
@ArashVahdat Facial expressions can only be analyzed in the aggregate. An individual’s expression is (most of the time) impossible to decode: https://t.co/DZMDEZkovG
RT @OEIAC_UdG: De fet, no hi ha consens científic sobre la naturalesa de les emocions o com es senten i s'expressen entre diverses poblacio…
De fet, no hi ha consens científic sobre la naturalesa de les emocions o com es senten i s'expressen entre diverses poblacions però, tot i així, aquesta incertesa ha estat ignorada per la indústria de la digitalització de l'assistència sanitària. https://t.co/PvsGZSfjsP 5/
RT @LFeldmanBarrett: @eblissmoreau We cited a preprint of this excellent meta-analysis by Durán & Fernández-Dols in https://t.co/53QH8oWsKA
@eblissmoreau We cited a preprint of this excellent meta-analysis by Durán & Fernández-Dols in https://t.co/53QH8oWsKA
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, Seth D. Pollak, 2019 https://t.co/eUG0ldIM3T
It's a constant, exhausting battle. To the degree that I may wear a mask forever, especially at work. https://t.co/4LzHHVjOU4 https://t.co/MV0K99W3R9
RT @ADWojcik: @Michal_Bilewicz @mikolajkirschke @UMK_Torun @mich_wroblewski Tu nie ma o czym mówić: https://t.co/d66VBnlLTv
@Michal_Bilewicz @mikolajkirschke @UMK_Torun @mich_wroblewski Tu nie ma o czym mówić: https://t.co/d66VBnlLTv
@HGCarbonel @horrocks_simon My references are really from reading critiques of facial recognition in AI but they also cast down on the ability of humans to reliably read facial expressions. I'll paste some examples below. https://t.co/q9BLjcxbTj
@CForestier_PhD @Dr_LJones @ZackZenko @Ekkekakis @MHartman_E There are also some interesting general considerations about emotion theory in Barrett et al. 2019 that can serve as a good starting point https://t.co/zvaDnHqE1u https://t.co/CLKK1EILji
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements @LFeldmanBarrett et al.: https://t.co/SGy82XFzSg
@dsznycer You are correct that feature variation alone isn't sufficient evidence that something isn't a natural kind. But I never said it was, and quotes to that effect are taken out of context. See figure 1 (p.4) in our PSPI paper for a quick & accurate summary. https://t.co/vey8Q7LKoL 1/
@P_A_Kirschner https://t.co/eO6P3d2nAM
here’s the study from barrett + colleagues https://t.co/uwRz8QR2h5
Ahora mismo estaba leyendo un artículo muy interesante del 2019 explicando que, aun dando por bueno el modelo de emociones básicas de Ekman, no existe evidencia robusta que vincule éstas con una expresión emocional concreta: https://t.co/Kgz2nX5RTC
Can a person’s emotional state be reasonably inferred from that person’s facial movements? #FacialRecognition https://t.co/YuuKbQFGZy
RT @bwang482: @deliprao @LFeldmanBarrett Besides the books she also has written a seminal paper on the challenges to inferring emotions. ht…
RT @bwang482: @deliprao @LFeldmanBarrett Besides the books she also has written a seminal paper on the challenges to inferring emotions. ht…
@deliprao @LFeldmanBarrett Besides the books she also has written a seminal paper on the challenges to inferring emotions. https://t.co/FqcN4WP7jS
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, Seth D. Pollak - Psychological Science in the Public Interest - Jul 2019 https://t.co/2m6pMwfTjS
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, Seth D. Pollak, 2019 https://t.co/dFjL8vK5Bd
@JDHaltigan @DrDavidLey @JoshuaGrubbsPhD @JonathanShedler @jonathanstea @NicoleRPrause Papers I refer to sometimes: https://t.co/OgJetolxv6 https://t.co/VhZyZXK05x https://t.co/jiL0jhRk1I One fav: https://t.co/yE3OU9yHlc
@hypervisible Need to clarify that @PsychScience did not make such a statement. The cited work by @LFeldmanBarrett @childemotionlab, Ralph, Stacy and myself was *published* in an APS journal. Here’s the link: https://t.co/NF1iHL6OVM
AI is increasingly being used to identify emotions – here's what's at stake https://t.co/nibTTRP77I Remember this: Emotion Recognition Technology (ERT) is built on shaky scientific ground. Research review conducted in 2019 >> https://t.co/URDpp7HQxo #ArtificialIntelligence
RT @AleixMMartinez: @hypervisible @FrankPasquale Our perception of emotion from facial expressions is most often incorrect. That’s also tru…
@hypervisible @FrankPasquale Our perception of emotion from facial expressions is most often incorrect. That’s also true for AI. https://t.co/DZMDEZkovG
Even humans sometimes have a very difficult time interpreting other human emotions accurately without proper context. Human emotions are more than just facial expressions, there are complex reasons that don't correlate with the expressions. #computervision https://t.co/lbFVqp5dzi
@EmotionalAI @m_j_chalmers @digi_ad @VianBakir1 @mooseabyte Perhaps Matthew was referring to this work: a review of 1000+ papers by 5 senior scientists (with diverse viewpoints) on perception of emotion in the face. https://t.co/vey8Q7u90b
@michhham Internally felt emotion cannot be reliably guessed from images of facial expressions. We have shown this is a large number of papers. It’s *not* possible. https://t.co/DZMDEZkovG https://t.co/vlqG3O11Ix
'Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements' @PsychScience #EmotionalRecognition https://t.co/6zP2rL18zX
@nhooey @SteveStuWill Five senior scientists (with diverse views on emotion) examined this question by reading 1000+ studies on emotion over two years and coming to consensus on what the data say. Result: Facial expressions are not universal. https://t.co/vey8Q7LKoL
@katecrawford @luke_stark @drjessehoey @LFeldmanBarrett Perhaps interesting: https://t.co/od4A9DdcD9
RT @LFeldmanBarrett: @SvenWOracle @katecrawford @Der_Pesse A rigorous analysis of 1000 studies of emotion concluded: "...how people communi…
@SvenWOracle @katecrawford @Der_Pesse A rigorous analysis of 1000 studies of emotion concluded: "...how people communicate anger, disgust, fear, happiness, sadness, and surprise varies substantially across cultures, situations, and even across people within a single situation." https://t.co/vey8Q7LKoL
@tomekeasy @W_Wiewiorowski Dodaję link do artykułu, z którego pochodzi cytat: https://t.co/vGkSbbknj6
@NandoDF Some of these AI analyze your facial expression. We’ve shown there is no scientific bases for it: https://t.co/DZMDEZkovG
Can we accurately evaluate #emotion based on human facial movements? @PsychScience addresses why more research on emotional expressions is necessary: https://t.co/CAjxpEc90F
@informatikradar @uni_kl @Saar_Uni @FraunhoferIESE @denkfabrik_bmas @BMAS_Bund @TABundestag Insbesondere Emotionserkennung bei Analyse von Video-Interviews basiert idR auf fehlender Evidenz. Check out @LFeldmanBarrett et al. 2019 in "Psychological Science in the Public Interest": https://t.co/wUnkB8rahV
@dicksmbx71 @albu @Aschenbrennerin @iaostuttgart @BirgitSippelMEP @CarlaHustedt @LernendeSysteme @TABundestag Insbesondere Emotionserkennung bei Analyse von Video-Interviews basiert idR auf fehlender Evidenz. Check out @LFeldmanBarrett et al. 2019 in "Psychological Science in the Public Interest": https://t.co/wUnkB8rahV
@mrsfr0g @m_lajante @HarvardBiz @CloarecJulien @mirak_iuoadis Malcolm is a fantastic writer. And he has certainly written about some scientists' ideas on emotion. Still, the scientific evidence does not support claims about microexpressions. See this paper for more details. https://t.co/vey8Q7LKoL
RT @LFeldmanBarrett: @HarvardBiz Looks like @HarvardBiz needs to keep up to date on the scientific literature. Outdated articles like this…
RT @LFeldmanBarrett: @HarvardBiz Looks like @HarvardBiz needs to keep up to date on the scientific literature. Outdated articles like this…
RT @LFeldmanBarrett: @HarvardBiz Looks like @HarvardBiz needs to keep up to date on the scientific literature. Outdated articles like this…
@HarvardBiz Looks like @HarvardBiz needs to keep up to date on the scientific literature. Outdated articles like this one are so unfortunate. https://t.co/vey8Q7LKoL
RT @LFeldmanBarrett: @ethicsoftech Four senior scientists (with diverse viewpoints) and I spent two years evaluating the data in 1000+ rese…
RT @LFeldmanBarrett: Here's the research paper mentioned in the @TechReview podcast, coauthored with my wonderful colleagues Ralph Adolphs,…
Emotional Expressions Reconsidered : Challenges to Inferring Emotion From Human Facial Movements https://t.co/3sCFkBLThp #vidéo-surveillance
@ForbesTech @iblametom See our paper “Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements.” https://t.co/DZMDEZkovG
RT @doctorow: #1yrago Eminent psychologists condemn "emotion detection" systems as being grounded in junk science https://t.co/ZKpY7JCrmP…
#1yrago Eminent psychologists condemn "emotion detection" systems as being grounded in junk science https://t.co/ZKpY7JCrmP #1yrago Thousands of elderly Hong Kongers march in solidarity with young human rights activists https://t.co/ty4kF0ozcz 11/ https://t.co/Msw5rzZ4Gc
@Psycasm @rhea_arini Absolutely - @LFeldmanBarrett et al had a recent paper that comprehensively discussed the social construction of emotion. It is a great place to start if you're interested in this topic! https://t.co/GbACKryAYj
A stereotype is not a prototype. Why emotion recognition based on facial expression is fundamentally flawed and maybe impossible: https://t.co/AJE6sckmFj #emotion #recognition
Very valuable & extensive emotion detection study. Highlighs many problems. #Thansyn Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - Barrett, Adolphs, Marsella, Martinez, and Pollak, 2019 https://t.co/a181HqOeTE @AnalystSyndica1
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements Lisa Feldman Barrett et al https://t.co/pBhcOrDD6x #Autism
@KatrinaKukuma @inese_putniece Diemžēl sejas izteiksmes arī nav universālas un nepauž tikai emocijas https://t.co/cp26y4pVXx
RT @IEthics: ICYMI: "Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements": https://t.co/ycyfxQV…
RT @IEthics: ICYMI: "Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements": https://t.co/ycyfxQV…
RT @frede_sib: Meta-analysis of ML Emotion recognition papers. Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Hum…
Meta-analysis of ML Emotion recognition papers. Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, Seth D. Pollak, 2019 https://t.co/CZ0FZJFshv
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements https://t.co/Am4plwMYH3 @psychscienceさんから
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, Seth D. Pollak, 2019 https://t.co/SzMQSncR8W
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @tdietterich: @TobyWalsh We should also ask "Can it?". Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Fa…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @tdietterich: @TobyWalsh We should also ask "Can it?". Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Fa…
@TobyWalsh We should also ask "Can it?". Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements. Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, Seth D. Pollak. https://t.co/hpQTjhPjct
#Rekognition is phrenology for the 21st century. Scientists have debunked the simplistic assumptions that underwrite emotional recognition. "Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements" https://t.co/Gq4K5MLb08
https://t.co/m0Mb8NgcbH Interesting debate.
RT @DrEscotet: Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - Lisa Feldman Barrett, Ralp…
RT @MrRooBKK: Emotional Expressions Reconsidered: Challenges to Inferring #Emotion From Human Facial Movements @LFeldmanBarrett et al: http…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @healthyminds: "In Volume 20, Issue 1 of Psychological Science in the Public, Lisa Feldman Barrett and coauthors examine the scientific…
"In Volume 20, Issue 1 of Psychological Science in the Public, Lisa Feldman Barrett and coauthors examine the scientific evidence for the widespread assumption that a person’s emotions can be readily inferred from his or her facial expressions." https://t.co/G5mhnkRcv6
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, Seth D. Pollak, 2019 https://t.co/Pr8ByRLZLb
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @Pilar_Navarro: Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements https://t.co/NoIVkwxFnL…
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements https://t.co/NoIVkwxFnL #neuromarketing
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, Seth D. Pollak, 2019 https://t.co/mspc4G3PSg #ML #AI https://t.co/UjETCpgvS0
RT @UWMadScience: If you think it’s written all over their face, you — and emotion-detection tech — might be misreading the story. From @ch…
Emotional Expressions Reconsidered: Challenges to Inferring #Emotion From Human Facial Movements @LFeldmanBarrett et al: https://t.co/ZbiqIuCZjn (Non-$) #TOK #KnowledgeAndTechnology
sn-news: #emotions #caw #ai #ml #hmi #ui #ux Emotional Expressions Reconsidered - Challenges to Inferring Emotion From Human Facial Movements https://t.co/o2w610kqRL
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, Seth D. Pollak, 2019 https://t.co/KMed7toJYe
RT @DrEscotet: Excellent research article – Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements…
RT @DrEscotet: Excellent research article – Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements…
RT @DrEscotet: Excellent research article – Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements…
Excellent research article – Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements – Full Research Article APS: https://t.co/hcJxXcIeqr – https://t.co/KWccTNcTjD
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, Seth D. Pollak, 2019 https://t.co/ONrvCzW8dO
#computervision #algorithms #AI Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, Seth D. Pollak, 2019 https://t.co/FsMJ0IWm46
RT @NAChristakis: Great analysis by @LFeldmanBarrett et al "Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @NAChristakis: Great analysis by @LFeldmanBarrett et al "Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human…
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - guess it will be some time before HR folks start evaluating employees using facial image recognition and #AI ... https://t.co/FgUDiOLR0d
RT @NAChristakis: Great analysis by @LFeldmanBarrett et al "Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human…
RT @edmundogs: Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements https://t.co/8aDGBRszac
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements https://t.co/8aDGBRszac
https://t.co/cyotbnAaTn Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements – Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, Seth D. Pollak, 2019
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, Seth D. Pollak, 2019 https://t.co/LS0XhBHYjC
RT @NAChristakis: Great analysis by @LFeldmanBarrett et al "Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human…
RT @NAChristakis: Great analysis by @LFeldmanBarrett et al "Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
As more AI/ML gets incorporated in decision making... the need for such research is ever increasing... which highlight what the tech cannot do / does not really do... https://t.co/JtviE4WNFc
https://t.co/28inLEKdGG
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements https://t.co/F8Op33A467 Via @PsychScience https://t.co/AcTYjmvopP
RT @EinsteinsAttic: Read full paper, 'Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements' by @…
Read full paper, 'Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements' by @LFeldmanBarrett, #RalphAdolphs @Caltech, @StacyMarsella, @AleixMMartinez, @childemotionlab here: https://t.co/rNTXowrr8b https://t.co/gYwFCpnnS6
RT @NAChristakis: Great analysis by @LFeldmanBarrett et al "Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human…
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, Seth D. Pollak, 2019 https://t.co/1FfrsZ6m77
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @UWMadScience: If you think it’s written all over their face, you — and emotion-detection tech — might be misreading the story. From @ch…
RT @JamieLarsH: Tour de force paper on emotion by @LFeldmanBarrett and colleagues-- "Emotional Expressions Reconsidered: Challenges to Infe…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
Lessons for us and other vendors using tools as facial expressions proxies for emotions (we measure social awareness in teams through a proprietary matching of facial expressions and emotional labels) https://t.co/npGK7MpZhl
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @rei_akaishi: Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - Lisa Feldman Barrett, Ra…
RT @childemotionlab: Facial Movements Are Unreliable Signals of People’s Emotions After over two years of conference calls reviewing over…
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements - Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, Seth D. Pollak, 2019 https://t.co/GK7LPikNvo
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
If you think it’s written all over their face, you — and emotion-detection tech — might be misreading the story. From @childemotionlab and @psychscience. https://t.co/V6vkgkxc1U
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements https://t.co/3Pvto9w3OR via @instapaper
RT @chab_laurence: This is why psychologists and engineers oriented AI and social signal processing must work together! Emotional Expressio…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @NAChristakis: Great analysis by @LFeldmanBarrett et al "Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial Movements Are Unreliable Signals of People’s Emotions After over two years of conference calls reviewing over…
RT @childemotionlab: Facial Movements Are Unreliable Signals of People’s Emotions After over two years of conference calls reviewing over…
This is why psychologists and engineers oriented AI and social signal processing must work together! Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements by Barrett, Adolphs, Marsella, Martinez, Pollak (2019) https://t.co/L4gWl7AZzl https://t.co/MO4fSMr2Xc
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @JamieLarsH: Tour de force paper on emotion by @LFeldmanBarrett and colleagues-- "Emotional Expressions Reconsidered: Challenges to Infe…
Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements https://t.co/ArQs37Iw26
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @jesdaza: Uy qué poquito va a gustar esto. https://t.co/9a54DFVT5Z
RT @JamieLarsH: Tour de force paper on emotion by @LFeldmanBarrett and colleagues-- "Emotional Expressions Reconsidered: Challenges to Infe…
RT @WallerBridget: Excellent paper! And now the study of animal facial movements needs to follow suit... Emotional Expressions Reconsidered…
RT @JamieLarsH: Tour de force paper on emotion by @LFeldmanBarrett and colleagues-- "Emotional Expressions Reconsidered: Challenges to Infe…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
Excellent paper! And now the study of animal facial movements needs to follow suit... Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements https://t.co/7AOMD8zj5D
RT @JamieLarsH: Tour de force paper on emotion by @LFeldmanBarrett and colleagues-- "Emotional Expressions Reconsidered: Challenges to Infe…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @ffelisberti: Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements. #Emotions Via @JPdeRuiter…
RT @NAChristakis: Great analysis by @LFeldmanBarrett et al "Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human…
RT @childemotionlab: Facial movements are unreliable signals of people’s emotions. After over two years reviewing over 1000 papers with Lis…
RT @TalithaCFord: Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements https://t.co/5phQDLcthO
RT @JamieLarsH: Tour de force paper on emotion by @LFeldmanBarrett and colleagues-- "Emotional Expressions Reconsidered: Challenges to Infe…
RT @NAChristakis: Great analysis by @LFeldmanBarrett et al "Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human…
RT @NAChristakis: Great analysis by @LFeldmanBarrett et al "Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human…
RT @NAChristakis: Great analysis by @LFeldmanBarrett et al "Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human…
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