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Articles de revues sur le sujet « Bias attentivi »

Auteur : Grafiati

Publié le 9 mars 2023

Mis à jour le 31 juillet 2025

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1

Shin, Yehjin, Jeongwhan Choi, Hyowon Wi, and Noseong Park. "An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention." Proceedings of the AAAI Conference on Artificial Intelligence 38, no. 8 (2024): 8984–92. http://dx.doi.org/10.1609/aaai.v38i8.28747.

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Sequential recommendation (SR) models based on Transformers have achieved remarkable successes. The self-attention mechanism of Transformers for computer vision and natural language processing suffers from the oversmoothing problem, i.e., hidden representations becoming similar to tokens. In the SR domain, we, for the first time, show that the same problem occurs. We present pioneering investigations that reveal the low-pass filtering nature of self-attention in the SR, which causes oversmoothing. To this end, we propose a novel method called Beyond Self-Attention for Sequential Recommendation

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2

Charash, Michael, and Dean McKay. "Attention bias for disgust." Journal of Anxiety Disorders 16, no. 5 (2002): 529–41. http://dx.doi.org/10.1016/s0887-6185(02)00171-8.

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FUJITA, Hiroyo, Toshiyuki HIMICHI, and Michio NOMURA. "Envy affects attention bias." Proceedings of the Annual Convention of the Japanese Psychological Association 77 (September 19, 2013): 3PM—098–3PM—098. http://dx.doi.org/10.4992/pacjpa.77.0_3pm-098.

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4

Werthmann, Jessica, Matt Field, Anne Roefs, Chantal Nederkoorn, and Anita Jansen. "Attention bias for chocolate increases chocolate consumption – An attention bias modification study." Journal of Behavior Therapy and Experimental Psychiatry 45, no. 1 (2014): 136–43. http://dx.doi.org/10.1016/j.jbtep.2013.09.009.

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5

TOMITA, Nozomi, Yuko NISHI, Shoji IMAI, and Hiroaki KUMANO. "Attention Bias and Memory Bias in Social Anxiety." Proceedings of the Annual Convention of the Japanese Psychological Association 77 (September 19, 2013): 3EV—057–3EV—057. http://dx.doi.org/10.4992/pacjpa.77.0_3ev-057.

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6

李, 喜乐. "Attention Bias of Susceptible Individuals." Advances in Psychology 11, no. 02 (2021): 519–26. http://dx.doi.org/10.12677/ap.2021.112058.

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Wang, Benchi, Iliana Samara, and Jan Theeuwes. "Statistical regularities bias overt attention." Attention, Perception, & Psychophysics 81, no. 6 (2019): 1813–21. http://dx.doi.org/10.3758/s13414-019-01708-5.

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Sharpe, Louise. "Attention bias modification for children." PAIN 159, no. 2 (2018): 191–92. http://dx.doi.org/10.1097/j.pain.0000000000001107.

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Hung, Weifeng. "Institutional trading and attention bias." Journal of International Financial Markets, Institutions and Money 29 (March 2014): 71–91. http://dx.doi.org/10.1016/j.intfin.2013.12.001.

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10

Charash, Michael, Dean McKay, and Nick Dipaolo. "Implicit attention bias for disgust." Anxiety, Stress & Coping 19, no. 4 (2006): 353–64. http://dx.doi.org/10.1080/10615800601055915.

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Song, Ha-Leem, Sooyun Jung, Songhee Lim, et al. "Attention Bias in Depressive Disorder." Cognitive Behavior Therapy in Korea 23, no. 4 (2023): 317–35. http://dx.doi.org/10.33703/cbtk.2023.23.4.317.

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12

Cret, Nicoleta. "Attention Bias or the Attention Control Ability: Measuring the Role of Attention Bias as a Cause for Anxiety Vulnerability." Procedia - Social and Behavioral Sciences 78 (May 2013): 240–44. http://dx.doi.org/10.1016/j.sbspro.2013.04.287.

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13

JIANG, Jingqi, Haoyu WANG, and Mingyi QIAN. "Dynamic attention bias in social anxiety." Advances in Psychological Science 27, no. 11 (2019): 1887. http://dx.doi.org/10.3724/sp.j.1042.2019.01887.

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14

Clement, Andrew, and Brian Anderson. "Learned Associations Among Objects Bias Attention." Journal of Vision 21, no. 9 (2021): 2013. http://dx.doi.org/10.1167/jov.21.9.2013.

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15

BAI, Xuejun, Liping JIA, and Jingxin WANG. "Emotional Attention Bias Under Inhibition Paradigm." Advances in Psychological Science 21, no. 5 (2013): 785–91. http://dx.doi.org/10.3724/sp.j.1042.2013.00785.

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16

Allen, M. "Randomized clinical trials: Attention to bias." Journal of WOCN 29, no. 3 (2002): 127–28. http://dx.doi.org/10.1067/mjw.2002.124024.

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17

Baker, D. A., N. J. Schweitzer, Evan F. Risko, and Jillian M. Ware. "Visual Attention and the Neuroimage Bias." PLoS ONE 8, no. 9 (2013): e74449. http://dx.doi.org/10.1371/journal.pone.0074449.

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18

Wu, Daw-An, Shinsuke Shimojo, Stephanie W. Wang, and Colin F. Camerer. "Shared Visual Attention Reduces Hindsight Bias." Psychological Science 23, no. 12 (2012): 1524–33. http://dx.doi.org/10.1177/0956797612447817.

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Hindsight bias is the tendency to retrospectively think of outcomes as being more foreseeable than they actually were. It is a robust judgment bias and is difficult to correct (or “debias”). In the experiments reported here, we used a visual paradigm in which performers decided whether blurred photos contained humans. Evaluators, who saw the photos unblurred and thus knew whether a human was present, estimated the proportion of participants who guessed whether a human was present. The evaluators exhibited visual hindsight bias in a way that matched earlier data from judgments of historical eve

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19

Tincher, Moses M., Lauren A. M. Lebois, and Lawrence W. Barsalou. "Mindful Attention Reduces Linguistic Intergroup Bias." Mindfulness 7, no. 2 (2015): 349–60. http://dx.doi.org/10.1007/s12671-015-0450-3.

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20

Dean, Mark, Özgür Kıbrıs, and Yusufcan Masatlioglu. "Limited attention and status quo bias." Journal of Economic Theory 169 (May 2017): 93–127. http://dx.doi.org/10.1016/j.jet.2017.01.009.

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21

Deltomme, Berre, Gaetan Mertens, Helen Tibboel, and Senne Braem. "Instructed fear stimuli bias visual attention." Acta Psychologica 184 (March 2018): 31–38. http://dx.doi.org/10.1016/j.actpsy.2017.08.010.

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22

Fani, Negar, David Gutman, Erin B. Tone, et al. "FKBP5 and Attention Bias for Threat." JAMA Psychiatry 70, no. 4 (2013): 392. http://dx.doi.org/10.1001/2013.jamapsychiatry.210.

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23

Hagen, H., J. I. Røssberg, C. Harmer, R. Jonassen, N. I. Landrø, and R. Bø. "Attention bias at baseline does not moderate the effect of attention bias modification for depressive symptoms." Neuroscience Applied 3 (2024): 104185. https://doi.org/10.1016/j.nsa.2024.104185.

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24

Kress, Laura, and Tatjana Aue. "The link between optimism bias and attention bias: A neurocognitive perspective." Neuroscience & Biobehavioral Reviews 80 (September 2017): 688–702. http://dx.doi.org/10.1016/j.neubiorev.2017.07.016.

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25

Beevers, Christopher G., Kean J. Hsu, David M. Schnyer, Jasper A. J. Smits, and Jason Shumake. "Change in negative attention bias mediates the association between attention bias modification training and depression symptom improvement." Journal of Consulting and Clinical Psychology 89, no. 10 (2021): 816–29. http://dx.doi.org/10.1037/ccp0000683.

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26

Lazarov, Amit, Benjamin Suarez-Jimenez, Rany Abend, et al. "Bias-contingent attention bias modification and attention control training in treatment of PTSD: a randomized control trial." Psychological Medicine 49, no. 14 (2018): 2432–40. http://dx.doi.org/10.1017/s0033291718003367.

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AbstractBackgroundRandomized control trials (RCTs) comparing attention control training (ACT) and attention bias modification (ABM) in posttraumatic stress disorder (PTSD) have shown mixed results. The current RCT extends the extant literature by comparing the efficacy of ACT and a novel bias-contingent-ABM (BC-ABM), in which direction of training is contingent upon the direction of pre-treatment attention bias (AB), in a sample of civilian patients with PTSD.MethodsFifty treatment-seeking civilian patients with PTSD were randomly assigned to either ACT or BC-ABM. Clinician and self-report mea

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27

Beevers, Christopher G., Peter C. Clasen, Philip M. Enock, and David M. Schnyer. "Attention bias modification for major depressive disorder: Effects on attention bias, resting state connectivity, and symptom change." Journal of Abnormal Psychology 124, no. 3 (2015): 463–75. http://dx.doi.org/10.1037/abn0000049.

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28

Rijsdijk, F. V., H. Riese, M. Tops, et al. "Neuroticism, recall bias and attention bias for valenced probes: a twin study." Psychological Medicine 39, no. 1 (2008): 45–54. http://dx.doi.org/10.1017/s0033291708003231.

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BackgroundPrior research on the nature of the vulnerability of neuroticism to psychopathology suggests biases in information processing towards emotional rather than neutral information. It is unclear to what extent this relationship can be explained by genetic or environmental factors.MethodThe genetic relationship between a neuroticism composite score and free recall of pleasant and unpleasant words and the reaction time on negative probes (dot-probe task) was investigated in 125 female twin pairs. Interaction effects were modelled to test whether the correlation between neuroticism and cogn

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29

Adam, R. J., and S. G. Manohar. "Does Reward Modulate Actions or Bias Attention?" Journal of Neuroscience 27, no. 41 (2007): 10919–21. http://dx.doi.org/10.1523/jneurosci.2957-07.2007.

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30

Brown, C. E., T. D. W. Wilcockson, and J. Lunn. "Does sleep affect alcohol-related attention bias?" Journal of Substance Use 25, no. 5 (2020): 515–18. http://dx.doi.org/10.1080/14659891.2020.1736670.

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31

Andersson, Linus, Mats Bende, Eva Millqvist, and Steven Nordin. "Attention bias and sensitization in chemical sensitivity." Journal of Psychosomatic Research 66, no. 5 (2009): 407–16. http://dx.doi.org/10.1016/j.jpsychores.2008.11.005.

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32

Raffa, Lina, Heather Fennell-Al Sayed, and Robert LaRoche. "Measuring attention bias in subjects with strabismus." Journal of American Association for Pediatric Ophthalmology and Strabismus 23, no. 4 (2019): e50. http://dx.doi.org/10.1016/j.jaapos.2019.08.181.

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33

McNally, Richard J., Philip M. Enock, Cynthia Tsai, and Mona Tousian. "Attention bias modification for reducing speech anxiety." Behaviour Research and Therapy 51, no. 12 (2013): 882–88. http://dx.doi.org/10.1016/j.brat.2013.10.001.

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34

Longo, Matthew R., Stella F. Lourenco, and Alex Francisco. "Approaching stimuli bias attention in numerical space." Acta Psychologica 140, no. 2 (2012): 129–32. http://dx.doi.org/10.1016/j.actpsy.2012.04.001.

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35

李, 梦祎. "Attention Bias of the Self Emotional Faces." Advances in Social Sciences 12, no. 02 (2023): 560–67. http://dx.doi.org/10.12677/ass.2023.122077.

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36

Park, Ha Na and 윤혜영. "The Effect of Pictorial Health Warnings on Attention Bias and Attention Bias Modification Training in University Student Smokers." Health and Social Welfare Review 39, no. 1 (2019): 259–92. http://dx.doi.org/10.15709/hswr.2019.39.1.259.

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37

Adams, Holly, Heather M. Kleider-Offutt, David Bell, and David A. Washburn. "The effects of prayer on attention resource availability and attention bias." Religion, Brain & Behavior 7, no. 2 (2016): 117–33. http://dx.doi.org/10.1080/2153599x.2016.1206612.

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38

Allen, Lydia, Kate E. Mulgrew, Karina Rune, and Andrew Allen. "Attention bias for appearance words can be reduced in women: Results from a single-session attention bias modification task." Journal of Behavior Therapy and Experimental Psychiatry 61 (December 2018): 97–103. http://dx.doi.org/10.1016/j.jbtep.2018.06.012.

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39

Britton, Jennifer C., Yair Bar-Haim, Michelle A. Clementi, et al. "Training-associated changes and stability of attention bias in youth: Implications for Attention Bias Modification Treatment for pediatric anxiety." Developmental Cognitive Neuroscience 4 (April 2013): 52–64. http://dx.doi.org/10.1016/j.dcn.2012.11.001.

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40

Morales, Santiago, Natalie V. Miller, Sonya V. Troller-Renfree, et al. "Attention bias to reward predicts behavioral problems and moderates early risk to externalizing and attention problems." Development and Psychopathology 32, no. 2 (2019): 397–409. http://dx.doi.org/10.1017/s0954579419000166.

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AbstractThe current study had three goals. First, we replicated recent evidence that suggests a concurrent relation between attention bias to reward and externalizing and attention problems at age 7. Second, we extended these findings by examining the relations between attention and behavioral measures of early exuberance (3 years), early effortful control (4 years), and concurrent effortful control (7 years), as well as later behavioral problems (9 years). Third, we evaluated the role of attention to reward in the longitudinal pathways between early exuberance and early effortful control to p

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41

De, Arruda Gabriel, Norton Roman, and Ana Monteiro. "Analysing Bias in Political News." JUCS - Journal of Universal Computer Science 26, no. (2) (2020): 173–99. https://doi.org/10.3897/jucs.2020.011.

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Although of paramount importance to all societies, the fact that media can be biased is a troubling thought to many people. The problem, however, is by no means easy to solve, given its high subjectivity, thereby leading to a number of different approaches by researchers. In this work, we addressed media bias according to a tripartite model whereby news can suffer from a combination of selective coverage of issues (Selection Bias), disproportionate attention given to specific subjects (Coverage Bias), and the favouring of one side in a dispute (Statement Bias). To do so, we approached the prob

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42

Spironelli, Chiara, Mariaelena Tagliabue, and Carlo Umiltà. "Response Selection and Attention Orienting." Experimental Psychology 56, no. 4 (2009): 274–82. http://dx.doi.org/10.1027/1618-3169.56.4.274.

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Recently, there has been a redirection of research efforts toward the exploration of the role of hemispheric lateralization in determining Simon effect asymmetries. The present study aimed at implementing a connectionist model that simulates the cognitive mechanisms implied by such asymmetries, focusing on the underlying neural structure. A left-lateralized response-selection mechanism was implemented alone (Experiment 1) or along with a right-lateralized automatic attention-orienting mechanism (Experiment 2). It was found that both models yielded Simon effect asymmetries. However, whereas the

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43

Maciuszek, Józef. "Don’t pay attention to what you see! Negative commands and attention bias." Polish Psychological Bulletin 44, no. 1 (2013): 70–84. http://dx.doi.org/10.2478/ppb-2013-0008.

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Abstract The paper presents research into the effects of the use of negations in directives (orders, suggestions, requests). Three experiments are described that tested the effects of instructions formulated in various ways: direct (pay attention to) and negated (don’t pay attention to) commands to focus the attention. Indicators of attention focusing that were used include: the correctness of answers to questions about a selection of comic book pages (Experiment 1); the time needed to name the colours of stimulus words and the level of recall of these words after completion of the colour nami

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44

Song, Ji-Hyun, and So-Yeon Kim. "Push–Pull Mechanism of Attention and Emotion in Children with Attention Deficit Hyperactivity Disorder." Journal of Clinical Medicine 13, no. 14 (2024): 4206. http://dx.doi.org/10.3390/jcm13144206.

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Background/Objectives: While deficits in executive attention and alerting systems in children with attention deficit hyperactivity disorder (ADHD) are well-documented, findings regarding orienting attention in ADHD have been inconsistent. The current study investigated the mechanism of attentional orienting in children with ADHD by examining their attentional bias towards threatening stimuli. Furthermore, we explored the modulating role of anxiety levels in ADHD on this attentional bias. Methods: In Experiment 1, 20 children with ADHD and 26 typically developing children (TDC) performed a cont

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45

GRUBB, J. D., C. L. REED, S. BATE, J. GARZA, and R. J. ROBERTS. "Walking reveals trunk orientation bias for visual attention." Perception & Psychophysics 70, no. 4 (2008): 688–96. http://dx.doi.org/10.3758/pp.70.4.688.

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46

McCarthy, Danielle E., Rebecca Gloria, and John J. Curtin. "Attention bias in nicotine withdrawal and under stress." Psychology of Addictive Behaviors 23, no. 1 (2009): 77–90. http://dx.doi.org/10.1037/a0014288.

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47

Hong, Yoolim, and Andrew Leber. "When does implicitly-learned spatial context bias attention?" Journal of Vision 18, no. 10 (2018): 644. http://dx.doi.org/10.1167/18.10.644.

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Yu, Ru Qi, and Jiaying Zhao. "How do regularities bias attention to visual targets?" Journal of Vision 19, no. 10 (2019): 26c. http://dx.doi.org/10.1167/19.10.26c.

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49

Naim, Reut, Rany Abend, Ilan Wald, et al. "Threat-Related Attention Bias Variability and Posttraumatic Stress." American Journal of Psychiatry 172, no. 12 (2015): 1242–50. http://dx.doi.org/10.1176/appi.ajp.2015.14121579.

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50

Kaise, Y., A. Masuyama, M. Naruse, and Y. Sakano. "OR13-3 * ATTENTION BIAS IN SNS-ADDICTED INDIVIDUALS." Alcohol and Alcoholism 49, suppl 1 (2014): i50. http://dx.doi.org/10.1093/alcalc/agu053.62.

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