Personalization - Science topic

Many studies show explicit gender bias in data sets, but what about implicit bias, the subtle ways AI systems reinforce traditional gender norms through personalization, design, and representation?

How can we move beyond simply “debiasing” algorithms to reimagining gender-neutral digital architectures that respect human complexity and identity fluidity?

I am conducting a Bachelor's thesis on the acceptance of AI-powered ad personalization. I am currently considering a hybrid approach combining the Technology Acceptance Model (TAM) and constructs related to Privacy Calculus (PC). Would a modified UTAUT2 (Unified Theory of Acceptance and Use of Technology 2) be more effective, considering the context of personalized marketing? I am specifically interested in models that effectively integrate privacy concerns and perceived benefit in this highly specific domain.

I am currently conducting PhD research on the impact of AI-powered personalization on customer experience, particularly focusing on offline fashion retail settings.

I would like to understand how AI driven personalization strategies are influencing customer satisfaction within physical or in-store fashion retail environments.

I am interested in recent studies (2022–2025), case examples, or expert insights that examine how technologies such as AI recommendation systems, smart mirrors, in-store analytics, or virtual stylists affect post-purchase satisfaction and overall customer experience.

Recent (2023–2025) research references or relevant studies on this topic would be most welcome.

As AI tools like ChatGPT, adaptive learning platforms, and educational bots become more integrated into classrooms and at-home learning, educators and parents are debating their long-term effects on child development.

This raises an important and timely question:

🔍 Key Discussion Points:

🧠 Looking for insights from:

Experts in Education Technology, Child Psychology, Artificial Intelligence, Pedagogy, Ethics, and Developmental Neuroscience.

Over the past year, international approaches to teacher education in relation to artificial intelligence have undergone significant evolution. There has been a shift from predominantly theoretical and informational models to evidence-based frameworks, emphasizing reflective practices, the personalization of instructional interventions, and the development of competencies aimed at more effectively managing the complexity of human–machine interaction.

I want to write a research paper on how AI is changing the way marketers understand and target their audience. Specially in traditional market segmentation models , based on factors like demographics or geography , these are becoming less effective as AI allows for hyper personalized , real time customer engagement.

My research aims to explore :

If you have personal insights on this topic , I would sincerely appreciate your personal point of view. It would be helpful for giving clearer direction to my research.

I look forward to you insights. Thank you in advance for your time and support.

MedChemExpress (MCE) is excited to exhibit at the American Association for Cancer Research (AACR) Annual Meeting, taking place April 26-30 at McCormick Place Convention Center in Chicago!

The AACR Annual Meeting serves as a global barometer for cancer research. This year's conference covered a wide range of topics, showcasing numerous breakthrough advances. Looking ahead, interdisciplinary collaboration and technological innovation will further drive the precision and personalization of cancer treatment.

Moreover, MedChemExpress (MCE) provides 25,000+ Cancer Related Bioactive Molecules and Cancer Related Compound Libraries.

Here's the highlights of the AACR Annual Meeting 2025!

Sustainable Consumer Behavior ? Choosing eco-friendly products, supporting ethical brands, reducing waste, and making informed choices that minimize harm to the planet. This survey will take approximately 4-5 minutes to complete. All responses will remain confidential and used solely for academic research purposes.

This research question explores the transformative role of artificial intelligence (AI) in tailoring marketing messages and enhancing customer experiences. The focus is on understanding how AI technologies, such as machine learning algorithms, natural language processing, and data analytics, enable marketers to create highly personalized and relevant marketing communications.

Key Areas of Exploration:

This research aims to provide a comprehensive understanding of how AI transforms marketing practices, enabling businesses to deliver more tailored and effective customer experiences. By examining the benefits, challenges, and future prospects of AI-driven personalization, the study seeks to offer valuable insights for marketers looking to leverage AI in their strategies.

How can AI be applied in Personalized Medicine? Artificial Intelligence (AI) is reshaping the landscape of healthcare, particularly in the field of personalized medicine. By leveraging huge amounts of patient data, AI is enabling more accurate diagnoses and tailored treatment plans. ## Transforming Diagnosis AI-powered systems are revolutionizing medical diagnosis in several ways: 1. Image Analysis: AI can analyze medical images with remarkable accuracy, often outperforming human experts in detecting subtle abnormalities in X-rays, MRIs, and CT scans. 2. Predictive Diagnostics: Machine learning models can predict the likelihood of diseases based on a patient's genetic profile and health history, enabling early intervention. 3. Pattern Recognition: AI algorithms can identify patterns in symptoms and test results that might be overlooked by human clinicians, leading to faster and more accurate diagnoses. ## Personalizing Treatment In treatment, AI is enabling a level of personalization previously thought impossible: 1. Tailored Treatment Plans: By analyzing a patient's genetic makeup, AI can recommend treatments most likely to be effective for that individual. 2. Drug Discovery: AI is accelerating the drug discovery process, identifying potential new treatments faster and more cost-effectively than traditional methods. 3. Precision Dosing: AI models can determine the optimal drug dosage for each patient, minimizing side effects while maximizing efficacy. if you have or are in the process of preparing a manuscript in the area pf AI in presonalized medicine, please don't hesitate to submit your article to our special issue "Application of Artificial Intelligence in Personalized Medicine: Diagnosis and Treatment" which is now open for submission.

With rapid advancements in AI and virtual reality (VR), the potential for transforming mental health therapy is vast. Researchers are exploring ways these technologies could enhance accessibility, personalization, and effectiveness in therapeutic interventions. However, these innovations also bring complex ethical questions around privacy, data security, and potential biases in AI-driven models. This question invites insights on anticipated developments in AI and VR within mental health, as well as critical ethical considerations that should shape their responsible and effective use.

Share your perspectives on how these technologies may reshape therapeutic practices and the ethical guidelines essential for their success.

This question aims to identify the various elements that affect how users interact with AI systems. Factors could include the user interface design, the accuracy and reliability of the AI, the ease of use, and the level of personalization offered. Understanding these factors can help in designing AI systems that are more user-friendly and effective.

Today, many priorities for improvements to teaching and learning are unmet. Educators seek technology-enhanced approaches addressing these priorities that would be safe, effective, and scalable. Naturally, educators wonder if the rapid advances in technology in everyday lives could help. Like all of us, educators use AI-powered services in their everyday lives, such as voice assistants in their homes; tools that can correct grammar, complete sentences, and write essays; and automated trip planning on their phones. Many educators are actively exploring AI tools as they are newly released to the public1. Educators see opportunities to use AI-powered capabilities like speech recognition to increase the support available to students with disabilities, multilingual learners, and others who could benefit from greater adaptivity and personalization in digital tools for learning. They are exploring how AI can enable writing or improving lessons, as well as their process for finding, choosing, and adapting material for use in their lessons.

source: Artificial Intelligence and the Future of Teaching and Learning Insights and Recommendations, Miguel A. Cardona, Ed.D. Secretary, U.S. Department of Education Roberto J. Rodríguez Assistant Secretary, Office of Planning, Evaluation, and Policy Development Kristina Ishmael Deputy Director, Office of Educational Technology, May 2023

I am happy to share that I completed my review paper on the increasing use of marketing personalization and the benefits of it both for consumers and businesses. I looked it at from 5 different angles:

I would really appreciate your feedback and learn about your stand on personalization.

Link to the review:

Thanks, Delyan

I need to find scales to help me measure how impactful artificial intelligence can be with respect to marketing strategies such as personalization, digital consumer and sentiment analysis. Thank you very much

I have written a paper on the "Impact of Web Content Marketing Personalization on Consumer Behaviour as a Systematic Review of literature between 2015 & 2023" and I am looking for some feedback before I publish it, however I am not affiliated with any university and do not have connections with professors or supervisors. I have done it on my own.

Could anyone help me on how to proceed with getting feedback on my paper as it got rejected 2 times from several journals and I am trying to improve it?

Thanks, Delyan

📢 #callforbookchapters for our new book "Federated Learning and AI for Healthcare 5.0"

Editors: Ahdi Hassan, Dr. Pronaya Bhattacharya, Dr Vivek Kumar Prasad Dr Pushan Kumar Dutta Robertas Damaševičius

Submission Deadline: September 17, 2023

We invite researchers and practitioners to contribute to an upcoming book that explores the transformative approach of Healthcare 5.0 and its practical implementation through Cloud Computing, Data Analytics, and Federated Learning. This comprehensive volume aims to shed light on the paradigm shift happening in the Healthcare sector, emphasizing patient-centric ecosystems and personalization.

In this comprehensive book, readers will gain a deep understanding of the transformative shift taking place in the Healthcare sector, focusing on patient-centric ecosystems and personalization. The editors have meticulously curated chapters that explore the critical role of Cloud Computing in Healthcare 5.0, highlighting its significance in handling and analyzing vast volumes of Healthcare data, Electronic Health Records, and Real-Time Analytics. Furthermore, the book addresses security and privacy concerns in Cloud-based healthcare systems, presenting innovative solutions and frameworks. The emerging concept of Federated Learning in healthcare is also examined, encompassing its models, architectures, and associated security and privacy challenges. Practical insights through case studies and simulations offer real-world applications of these concepts, while emerging technologies like Quantum Computing, Blockchain-based FL Cloud services, and Intelligent SaaS APIs are explored for their potential in reshaping Healthcare 5.0.

Submission Procedure:

Authors are invited to submit a chapter proposal (1,000-2,000 words) by September 17, 2023 explaining the mission and concerns of their proposed chapter. Full chapters should be submitted by October 17, 2023, following the guidelines available at the link below.

For chapter proposal submission and detailed guidelines, please visit:

👉 Call for Chapters: https://lnkd.in/dzJ8GMMz

or submit directly to https://lnkd.in/diauDpNY

No submission or acceptance fees apply, and all manuscripts undergo a double-blind peer review process.

Don't miss this opportunity to contribute to the evolution of Healthcare 5.0 and shape its future with your insights. We look forward to receiving your proposals and chapters!

#Healthcare5 #CloudComputing #FederatedLearning #DataAnalytics #BookPublication #CallForPapers #ResearchOpportunity #healthcare #learning #data #opportunity #computing #personalization #analytics

Do you consider 3D printing/ Additive manufacturing for personalized products at scale?

Hey everyone, I am working on my thesis about personalized advertisements and have all my data ready for analysis. However, I have this technical question among others.

I am using a between-subjects experimental design with the use of 2 vignettes based on a hypothetical scenario. Each responder is randomly assigned to either one of the two vignettes:

Vignette 1: A highly-personalized ad with three personalization features

Vignette 2: A low-personalized ad with just one personalization feature

After the ad, the responder is called to answer the manipulation question of whether he perceived the ad as personalized or not. I did not use multiple items to test that, I wanted to assess perceived personalization with just one item. Basically, I want to show that in the first vignette, most people perceived the ad as personalized. What Stata command can I use?

Thanks in advance:)

We hope to commence a study to develop a local rehabilitation guidelines for individuals who suffer spinal cord injury. However, to accomplish that we shall be glad to receive contributions from experts who have done some works in this area. We are also open to collaboration, however, we do not have funding as at present.

In case it does, does this mean that a person who acquires this pragmatic competence have communicative competence?

Hi everybody,

Does anybody have an idea for an MBA dissertation topic in the field of international business, related to hospitality and/or tourism? Best would be if the topic is related to digitalization, personalization/loyalty.

How to innitiate academic research collaboration?

I have an opportunity to present at a small conference, but it will involve significant inconvenience and personal financial cost. It feels like my energy might be better directed elsewhere, but I don't like to turn down any opportunities. Any advice?

I've heard some talk about some people trying to get certain highly intelligent animals classified as nonhuman persons. (e.g. elephants, monkeys, orcas,). The primary intention of this action is that it would raise the consequences of abusing these animals as well as making them easier to protect.

I'm looking for both opinions and any factual information anyone may be able to offer. I'm particularly curious about the perspectives of people who have worked relatively extensively with highly intelligent animals, as well as those of people who have significant experience in animal testing.

Can you please share a Quote based on your personal experience of Life, Research, Institution, Job, Family, Wife, Husband, Children, Politics, Nature etc..............

Enlightened us with your words..

From my side..

"Learning never ends"

" Be honest and keep hardworking"

Best Wishes

Saqib

Some studies suggest some anti cancer activity in grape seeds any body have personal experience

Up to what extent website personalization can help in creating urge to buy impulsively?

The digital transformation is making most of the organizations to go online and start doing business through e-commerce models. Website personalization is something that can really attract, engage and make the customers to buy on impulse.

Your inputs please.

I got an average case/person mean score of 1.8 logits based on the Rasch Analysis of a polytomous data. I would like to report this in a percentage form to provide the readers with a plain understanding of the level of implementation of a case. Do I just interpret this as most agreed or endorsed average score of the sample as it is greater than 0.0 logits? or Do I interpret in logistic regression that the odds of a case exposure is 1.8 times greater than its baseline exposure?

Could Rasch experts help me interpret the logits score in percentages, please?

Hello,

I am interested in the personalization of learning based on profiles, more specifically in mathematics.

Do you know any relevant references?

Thank you

Can you identify differences between your experience of love when you are healthy or manic? For individuals with bipolar disorder this knowledge may be elusive and change with different stages of life.

Some people believe when a person is in a manic state, he/ she is also more likely to feel in love!

What is your opinion?

Wisdom is the ability to think and act using knowledge, experience, understanding, common sense, and insight.

On the other hand, many people believe wisdom leads a person to overcome his/ her feelings of helplessness, love, anger or aggression by non-understanding of external elements and internal acknowledgement.

Is love against wisdom or love helps a person to have a wisely life?

Course evaluations can be subjective depending on the grades students receive in the course. I always respond to my course evaluations in bringing balance to what is reported to my Dean and Director. How does your University treat with your course evaluations? Are these ever compared with the actual course grades? Are you required to comment on these either in writing or in person at a meeting? Do these course evaluations matter in your overall performance and if so, have you ever contested these? Your feedback is much appreciated.

Many thanks,

Debra

I am beginning to compile a methodology for testing personality in domestic dogs for a dissertation looking at the role that personality plays in determining the success or failure of assistance dog training.

At this stage, I am considering comparing working Labrador retriever assistance dogs for the blind, failed trainees that have been rehomed and a control group of companion dogs.

Everyone says I love or hate some person from heart. Is it really comes from the heart. What are your views?

Synthetic sex dolls are presently sold on global scale to replace human commercial sex workers in brothels, where the dolls can be used by multiple users. Can the use of these products increase the prevalence of STDs? Because, the dolls could be used by multiple users, serving as fomite for indirect transmission of STDs from an infected inanimate object to a susceptible person. Are the synthetic sex dolls safe at all?

Who has the book named "Calcium Aluminate Cements"(editor: M. RJ )? If yes, would you please scan pp. 208-221 for me?

I need it for personal study. Thanks a lot.

Hello,

I am stuck in this equation which I have attached in attached file.

Please see it, I do NOT know how we obtain k and kR value, I was known its belong Stricker-Berg equation. So please let me know if you know how can we calculate k and Kr parameters.

Please leave your answer in this post or can email to me via my personal email: nguyenthixuandieu91@gmail.com

Thank you very much.

Best regards,

DIEUNGUYEN

I would like to know the name of person who was the leader of environmental movement lead to sustainability paradigm.

Please share personal experiences with newer drugs available in the market (not under trail).

The ideal sleep hours are found to be more in childhood, decreases in the youth period and further reduces in the middle and old age.

As such with the age we need less sleep or it depend upon the tendency of a person? Man need less sleep or woman? Why?

Spam scams are deceptive e mails designed to get people to reveal personal and financial or log in information is an example of social engineering- Managing security and privacy of Information has become a problem

My colleague and co-author is Mr. Vladimir Todorov - vice president of TK Engineering, Sofia. Almost all our co-authored papers had been assinged to a person, who has same names (Vladimir Todorov), but is a University professor. The number of these papers is more than 50. We do not know this person and never worked or had joint work with him.

How could this problem be solved?

How would the person that went to an university/ has formal education argue that he is better of than the person that is self-taught or that has no formal education, but that is self-employed or employed in the field?

The person that is self-taught can argue that he can also develop his cognition - in the field.

The person that is self-taught can argue that he too can gain knowledge - from the field.

I am looking for case specific examples in the US or other places. Personal narratives of design studio teachers and students would be most welcome.

There are apps to measure physical activity. even google fit measures steps and other physical acivities only.

is there a app to measure sedentary behaviour. how long the person is sitting or not moving.

is there an app to measure NEAT also?

There is no doubt that the answer would depend a lot on the person's interests, values and skills/knowledge. What I am looking for are examples from your life or a friend's as to how they spent their retired life. The more specific the answer the better. Thank you

in split plot and frbd designs two characters and their levels compared. In simple RBD also we can do the same then why to complicate the results? Actually its my opinion......what you alll think plz guide

I am working on my PhD dissertation and would like to interview persons with reverse mentoring experience within an organization - either as a younger (Millennial) mentor or an older (Baby Boomer or Gen X) mentee.

It is always a confusing or debatable question that whether we have to use word Subject, Patients or Participants to indicate the person who is involved in research or study.

Many a times researcher or peer groups criticizes based on some terminology which we used in title or in proposal.

I am looking for reliable and valid physiological, i.e. bio-metrical, measures, in order to (objectively) assess the situational personal importance of interview questions (or even questionnaire items). What physiological reactions would imply a high personal importance and emotional charge?

Thank you for your time,

Panagiotis

dear fellow researchers,

I am working with person recognition in outdoor surveillance. I ve one doubt that can i use local binary pattern feature for person recognition in outdoor environments .

please let me know

A "cut-paste" culture. Hip-hop is a significant example of this cultural paradigm that remixes and reuses existing sounds, letters and images to give rise to meanings as exclusive and personal as those of the original works on which they were based.

Each of us has special abilities and talents. someone understands Mathematics well and another person is a good painter. But what is the reason that makes these differences? Do we have Different Neurons from others in our brain? Or we have developed or improved parts in it?

A researcher by name Olayinka Adeniyi adopted my publications (Olasupo Adeniyi) on research gate.

I was trying to upload my publications, but discovered that this Olayinka Adeniyi had owned 7 of them, so I could not own them any longer.

This person does not have a clear address on research gate to enable me trace him.

Kindly advise me on what to do to take back my publications on the platform

What are your plans to minimize the secondary personal (maintenance worker) radiation exposure and component activation problems?

I want to take a deeper look at the facial expressions of people with profound intellectual and multiple disabilities (PIMD) to analyse their emotional expressions.

For this purpose, I am searching for a ready-to-use software, which combines image processing (e.g., OpenPose, OpenFace) and machine learning. In addition, I would prefer a software that is free (i.e., Open Source) or at least for non-commercial research purposes.

So, I am not looking for methods, but for ready-to-use software, which includes a feature to train my own models. The reason is that every person with PIMD shows very unique behaviour signals and, therefore, you need one model for each emotion of a person.

Finally, I do not need a GUI or visualization, a simple command line application would enough.

A hint would be very helpful.

Need to analyse persons behaviour by likes, comments. Any suggestions please let me know

I am going to conduct a survey in two different geographical areas. I cannot do interviews as my research and the measure of my themes needs asking many questions for the participants. my supervisor said it is either i conduct survey for at least 300 persons (as it is a PhD ) or you analyse your survey using qualitative methods? Actually I am confused how can we analyse survey data using qualitative analysis?

Due to osteoporosis which affects the old mostly, what fracture type will an aged person face most?

Looking for collaboration on risk analysis, if you are skilled in using @RISK and interested, kindly send me a personal mail bernardonoja@yahoo.com

DataSpeaks.com introduces a computational algorithm that applies to such tasks.

I have heard of several research groups who were unsatisfied with Elsevier approaches in obser authors rights and different puishing policies. Even some groups joined the boycott movements of Elsevie. I have not joined such movements as I did not believe such accusations. Recently, I personally faced such unfair policy. I do not want to judge on personal experience. I would like to hear similar opinions of the researchers. Any similar experiences?

If you are a psychiatrist or a psychologist, I am seeking your participation in a survey about your preferred methods for diagnosing personality disorders. This survey is also relevant to those who you do not formally diagnose personality disorders, because I am also keen to know what other approaches to personality are used.

Both the DSM and ICD are moving towards a dimensional conceptualisation of personality disorders. ICD-11 proposes a fully dimensional model for diagnosing personality disorders that does not use the categorical labels of ICD-10. However, in DSM-5, the categorical DSM-IV model was retained with a new model also included as an alternative. This potentially creates a dilemma for practitioners as to which to use or whether to find alternatives for diagnosing personality pathology.

Please consider participating in this survey exploring your choice of diagnostic systems for personality disorders. We recommend using a computer to complete the survey.

You can access the survey here: https://ecuau.qualtrics.com/jfe/form/SV_ekroahc2oJv4Y29

Responses are anonymous. If you have any queries about the survey, or wish to access the results of the survey please contact:

Lisa Dawson – lbdawson@our.ecu.edu.au.

Or Greg Dear – g.dear@ecu.edu.au

Or Ken Robinson- k.robinson@ecu.edu.au

If you have any concerns or complaints about the research project and wish to talk to an independent person, you may contact:

Research Ethics Officer

Edith Cowan University

270 Joondalup Drive

Joondalup WA 6027

Ph: (08) 63042170

Email: research.ethics@ecu.edu.au

Please forward this email to any psychologist or psychiatrist you think may be interested in completing the survey.

Thank you

Lisa Dawson

I have read in some articles (and now cannot find them) that their questionnaires and surveys were previously validated by a third party who said the questions were adequate to the kind of data that needed to be collected and therefore the results could be deemed reliable.

If you know of some person, organism, or institution that could do such a task, it would be very helpful for my PhD thesis research.

Thank you all very much in advance!

Can you tell me how is it used to show personal differences?

Activists (for human, animal and conservation causes) who are truly dedicated to their causes tend to sacrifice a great deal: personal safety, material comforts, interpersonal relationships, peace of mind and public standing. Clearly they are highly motivated and I am curious to know what motivates them. My hypothesis is that the beginnings of their activism lie in childhood influences.

how can another person in agricultural economics register her profile?

Dear all,

I would want to backup my data, one thought is using Dropbox, with the personal plan for about 9$/month with 1 TB available.

Is there any other option?

Thanks.

Binh

We are able to assign the traffic into the network using traffic counts based on stochastic user equilibrium traffic assignment method and estimate the O-D matrix.

The question is, how can we split this matrix between the modes of travel used, if the traffic counts include modes (the volume of each mode)?

Or, how can we use the traffic counts to estimate the O-D matrix in term of person and not vehicle. How much person will travel between O-D? the logit model can be utilized then to split the matrix.

some experts discover a new way by thinking to train disable people to move.the way is that person imagin him or her to do that movement for example running with out doing any movement.it can be possible with one person or third person vision.it means that that person imagin do it or watching him or herself do that movement.

actually this way is possible for people that have experience of movement before.it helps neuronways progress and their efficiency increase.so perhaps it works useful for athletics to improve their disability.

I have two variables in same group (gender: males/female) for example I have a variable termed as "Estimated ABC rate" and another as "observed ABC rate" for each sample i.e.

M | 2.5 | 2.8

M | 2.9 | 2.5

M | 2.3 | 3.0

M | 2.8 | 2.9

M | 2.4 | 2.7

For such example the estimated rate is calculated for each person based on some measurements e.g. (height ,weight, BMI age) and then the observed rate is measured directly. Now which test should be used to compare such a data, where you want to find that on the average is there a difference in the estimated and observed ABC rate in males. Will the samples be considered related or independent (estimated rate is calculated by some formulas with some measurements of the same person for which his observed rate is measured)

-To 'perceive' means to let the senses work.

-A thing is an object, whereas a person is a subject.

-Without numbers has a double meaning simultaneously:

(a) without singularity; (b) without plurality.

-Note: the question has bearing(s) on the famous Husserlian 'Wesenschau'.

-Please your answers. Thanks! Marc.

Dear RG Researchers

I want to know about the usual causes behind the hypertension in the daily life of a person. Thanks for information sharing.

Regards

Ijaz