Upcoming Issue! Call for Research Papers!

International Journal of Data Mining & Knowledge Management Process (IJDKP)-H-Index: 35

*******WJCI Indexed******

ISSN: 2230 - 9608[Online]; 2231 - 007X [Print]

https://airccse.org/journal/ijdkp/ijdkp.html

Academia: https://www.academia.edu/127097900/Call_for_Papers_International_Journal_of_Data_Mining_and_Knowledge_Management_Process_IJDKP_

Contact Us: ijdkpjournal@yahoo.com or ijdkpjournal@airccse.org or ijdkp@aircconline.com

#database #databases #data #databasetrusted #phd #dataanalytics #datascience #datascientist #databasepromo #datavisualization #datasecurity #datamining #ijdkp #researchers

 

Call for Papers! EMSA 2025!

14th International Conference on Embedded Systems and Applications (EMSA 2025)

May 24 ~ 25, 2025, Vancouver, Canada

https://ccsea2025.org/emsa/index 

Submission Deadline: March 01, 2025 

Academia: https://www.academia.edu/127097816/Call_for_Papers_14th_International_Conference_on_Embedded_Systems_and_Applications_EMSA_2025_ 

Contact Us

Here's where you can reach us: emsa@ccsea2025.org or emsaconfer@yahoo.com 

Submission URL: https://ccsea2025.org/submission/index.php 

#embeddedsystems #electronics #arduino #embedded #esp #iot #engineering #raspberrypi #technology #microcontroller #arduinoproject #robotics #arduinouno #stm #electricalengineering #electronicsengineering #diyelectronics #programming #pcb #pcbdesign #electrical #arduinofun #electronicsprojects #arduinoprojects #sensors #internetofthings #circuitdesign #digitalelectronics #electronicengineering #semiconductor

AI - Powered Customer Segmentation and Targeting: Predicting Customer Behaviour for Strategic Impact

Shantanu Seth, Phani Chilakapati, Rahul Prathikantam, and Anilkumar Jangili, USA

Abstract

Customer targeting has become a critical component of modern marketing strategies, driven by advancements in Artificial Intelligence (AI). This paper presents a novel AI-powered customer segmentation framework that integrates K-Means clustering, Principal Component Analysis (PCA), and Random Forest classification to enhance predictive analytics for strategic marketing impact. The rationale for selecting these methods is thoroughly discussed, highlighting their strengths over alternatives like DBSCAN, LDA, and SVM. Additionally, baseline comparisons and experimental evaluations demonstrate the effectiveness of the proposed approach. Real-world e-commerce datasets are leveraged to illustrate the model’s ability to generate granular customer insights. Unlike prior studies that relied on standalone methods, this research evaluates the comparative advantages of these techniques over alternative clustering and classification approaches. The study also explores emerging trends such as real-time personalization and ethical challenges related to AI-driven targeting.

Keywords

Customer targeting, Artificial Intelligence (AI), Machine Learning (ML), Predictive Analytics, Clustering, Personalization, Recommendation Systems.

Original Source URL: https://aircconline.com/ijdkp/V15N1/15125ijdkp03.pdf

https://airccse.org/journal/ijdkp/vol15.html

International Journal of Data Mining & Knowledge Management Process (IJDKP)-H-Index: 35

*******WJCI Indexed******

ISSN: 2230 - 9608[Online]; 2231 - 007X [Print]

https://airccse.org/journal/ijdkp/ijdkp.html

Academia: https://www.academia.edu/127097900/Call_for_Papers_International_Journal_of_Data_Mining_and_Knowledge_Management_Process_IJDKP

Contact Us: ijdkpjournal@yahoo.com or ijdkpjournal@airccse.org or ijdkp@aircconline.com

Submission Deadline: March 01, 2025

#database #databases #data #databasetrusted #phd #dataanalytics #datascience #datascientist #databasepromo #datavisualization #datasecurity #datamining #ijdkp #researchers

11th International Conference on Image and Signal Processing (ISPR 2025)

 #imageprocessing #photoshop #image #research #programming #python #programmer #consultant #robotics #artificialintelligence #scientist #machinelearning #esa #datascience #fira #pythonprogramming #deeplearning #softwareengineering #fiverr #gis #digitalimaging

11th International Conference on Image and Signal Processing (ISPR 2025)

March 22 ~ 23, 2025, Sydney, Australia

https://csita2025.org/ispr/index

Submission Deadline: February 22, 2025

Academia: https://www.academia.edu/127746742/Call_for_Papers_11th_International_Conference_on_Image_and_Signal_Processing_ISPR_2025_

Submission URL: https://csita2025.org/submission/index.php

Wikicfp: http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=185765

Here's where you can reach us: ispr@csita2025.org (or) isprconfe@yahoo.com

Call for Papers!

#machinelearning #artificialintelligence #ai #datascience #technology #python #programming #deeplearning #bigdata #coding #tech #computerscience #data #iot #dataanalytics #software #aiart #innovation #digitalart #datascientist #pythonprogramming #javascript #developer #business #analytics #java #programmer #cybersecurity #webdevelopment #ml

6th International Conference on Advanced Machine Learning (AMLA 2025)

July 26 ~ 27, 2025, London, United Kingdom

https://csit2025.org/amla/index

Submission Deadline: February 22, 2025

Contact Us

Here's where you can reach us : amla@csit2025.org or amlaconfer@yahoo.com

Academia: https://www.academia.edu/127489864/Call_for_Papers_6thInternational_Conference_on_Advanced_Machine_Learning_AMLA_2025_

Submission URL: https://csit2025.org/submission/index.php

AI and ML Powered Feature Prioritization in Software Product Development

 International Journal of Data Mining & Knowledge Management Process (IJDKP)-H-Index: 35

*******WJCI Indexed******

ISSN: 2230 - 9608[Online]; 2231 - 007X [Print]

https://airccse.org/journal/ijdkp/ijdkp.html

Current Issue

January 2025, Volume 15, Number 1

AI and ML Powered Feature Prioritization in Software Product Development

Akhil Raj1, Ridhi Deora2, 1Centene Corporation, USA, 2The Home Depot, USA

ABSTRACT

The landscape of software development has seen a massive shift in the last few years, with rising use of data-driven methods for making product decisions. One area that has made a significant difference is the integration of machine learning and artificial intelligence technologies to inform software engineering practice, including prioritization of product features. Software product feature prioritization is an essential process directly influencing the competitiveness and success of a product. Traditional techniques, though fundamental, tend to fall short in resolving the intricacies of contemporary software ecosystems. This study delves into the revolutionary potential of machine learning (ML) and artificial intelligence (AI) for improving feature prioritization. An extensive literature survey identifies existing trends and their drawbacks, such as inadequate integrated frameworks and scalability and interpretability issues. The suggested framework integrates heterogeneous sources of data, predictive analytics, natural language processing (NLP), and optimization algorithms to support real-time data-driven decision-making.

KEYWORDS

Machine Learning (ML), Artificial Intelligence (AI), Feature Prioritization, Software Product Development

Original Source URL: https://aircconline.com/ijdkp/V15N1/15125ijdkp02.pdf

https://airccse.org/journal/ijdkp/vol15.html

Here's where you can reach us: ijdkpjournal@yahoo.com or ijdkpjournal@airccse.org or ijdkp@aircconline.com

Academia: https://www.academia.edu/127097900/Call_for_Papers_International_Journal_of_Data_Mining_and_Knowledge_Management_Process_IJDKP

#Machinelearning #Artificialintelligence #Featureprioritization #Softwareproductdevelopment

Submit Your Research Articles...!!!

Welcome To DMAP 2025 

#datascience #datamining #Applications #modeling #visualization #personalization #recommendation #dataminingsystems #Platforms #efficiency #Scalability #PrivacyProtection #EmbeddedSystems #softwareengineer #mining #miningtext #multimedia #semistructured #graphicdesigner #graphics #webseries 

11th International Conference on Data Mining and Applications (DMAP 2025) 

March 22 ~ 23, 2025, Sydney, Australia 

Web page link : https://csita2025.org/dmap/index 

Submission Deadline : February 22, 2025 

Contact us: dmap@csita2025.org (or) conferencedmap@gmail.com 

Paper submission link :https://csita2025.org/submission/index.php 

WIKICFP Link: http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=182919&copyownerid=170233

Call for Articles! WJCI Indexed Journal!

International Journal of Data Mining & Knowledge Management Process (IJDKP)-H-Index: 35

*******WJCI Indexed******

ISSN: 2230 - 9608[Online]; 2231 - 007X [Print]

https://airccse.org/journal/ijdkp/ijdkp.html

Academia: https://www.academia.edu/127097900/Call_for_Papers_International_Journal_of_Data_Mining_and_Knowledge_Management_Process_IJDKP

Contact Us: ijdkpjournal@yahoo.com or ijdkpjournal@airccse.org or ijdkp@aircconline.com

Submission Deadline: February 22, 2025

#database #databases #data #databasetrusted #phd #dataanalytics #datascience #datascientist #databasepromo #datavisualization #datasecurity #datamining #ijdkp #researchers

Upcoming Issue! Call for Research Papers!

International Journal of Data Mining & Knowledge Management Process (IJDKP)-H-Index: 36

*******WJCI Indexed******

ISSN: 2230 - 9608[Online]; 2231 - 007X [Print]

https://airccse.org/journal/ijdkp/ijdkp.html

Google scholar: https://scholar.google.com/citations?hl=en&user=Vdx5bncAAAAJ

Academia: https://www.academia.edu/127097900/Call_for_Papers_International_Journal_of_Data_Mining_and_Knowledge_Management_Process_IJDKP

Contact Us: ijdkpjournal@yahoo.com or ijdkpjournal@airccse.org or ijdkp@aircconline.com

#machinelearning #sentimentanalysis #artificialintelligence #informationretrieval #bigdata #bioinformatics #datamining #machinelearning #fuzzylogic #textmining #softcomputing #robotics #ResearchScholar #datascience #datasciencetraining #machinelearningtools #machinelearningalgorithms #machinelearningtools #bigdata #deeplearning 

International Journal of Data Mining & Knowledge Management Process (IJDKP)-H-Index: 36

*******WJCI Indexed******

ISSN: 2230 - 9608[Online]; 2231 - 007X [Print]

https://airccse.org/journal/ijdkp/ijdkp.html

Indexing: https://airccse.org/journal/ijdkp/indexing.html

Academia: https://www.academia.edu/127097900/Call_for_Papers_International_Journal_of_Data_Mining_and_Knowledge_Management_Process_IJDKP

Contact Us: ijdkpjournal@yahoo.com or ijdkpjournal@airccse.org or ijdkp@aircconline.com

#database #databases #data #databasetrusted #phd #dataanalytics #datascience #datascientist #databasepromo #datavisualization #datasecurity #datamining #ijdkp #researchers

Semantics Graph Mining for Topic Discovery and Word Associations

Alex Romanova, Melenar, LLC, McLean, VA, USA

ABSTRACT

Big Data creates many challenges for data mining experts, in particular in getting meanings of text data. It is beneficial for text mining to build a bridge between word embedding process and graph capacity to connect the dots and represent complex correlations between entities. In this study we examine processes of building a semantic graph model to determine word associations and discover document topics. We introduce a novel Word2Vec2Graph model that is built on top of Word2Vec word embedding model. We demonstrate how this model can be used to analyze long documents, get unexpected word associations and uncover document topics. To validate topic discovery method we transfer words to vectors and vectors to images and use CNN deep learning image classification.

KEYWORDS

Graph Mining, Semantics, Topics Discovery, Word Associations, Deep Learning, Transfer Learning, CNN Image Classification.

Original Source URL: https://aircconline.com/ijdkp/V11N4/11421ijdkp01.pdf

https://airccse.org/journal/ijdkp/vol11.html

Here's where you can reach us: ijdkpjournal@yahoo.com or ijdkpjournal@airccse.org or ijdkp@aircconline.com

#Graphmining #Semantics #Topicsdiscovery #Wordassociations #Deeplearning #transferlearning #CNN #Imageclassification

Call for Papers! Welcome to ISPR 2025!

11th International Conference on Image and Signal Processing (ISPR 2025)

March 22 ~ 23, 2025, Sydney, Australia

https://csita2025.org/ispr/index

Submission Deadline: February 15, 2025 

Academia: https://www.academia.edu/127097588/Call_for_Papers_11th_International_Conference_on_Image_and_Signal_Processing_ISPR_2025

Contact Us

Here's where you can reach us : ispr@csita2025.org (or) isprconfe@yahoo.com

Submission URL: https://csita2025.org/submission/index.php

#Communication #Digitalimageprocessing #Wavelet #Analogsignal #Artificialintelligence #Audiosignalprocessing #Convolution #Correlation #Demodulation #Fourieranalysis #RADAR #Deeplearning #researchers #phd #callforpapers

Call for Papers! WJCI Indexed Journal! Upcoming Issue!

International Journal of Data Mining & Knowledge Management Process (IJDKP)-H-Index: 36

*******WJCI Indexed******

ISSN: 2230 - 9608[Online]; 2231 - 007X [Print]

https://airccse.org/journal/ijdkp/ijdkp.html

Academia: https://www.academia.edu/127097900/Call_for_Papers_International_Journal_of_Data_Mining_and_Knowledge_Management_Process_IJDKP

Contact Us: ijdkpjournal@yahoo.com or ijdkpjournal@airccse.org or ijdkp@aircconline.com

#database #databases #data #databasetrusted #phd #dataanalytics #datascience #datascientist #databasepromo #datavisualization #datasecurity #datamining #ijdkp #researchers

Submit your Research Articles!!!

#naturallanguageprocessing #machinelearning #artificialintelligence #ai #nlp #datascience #deeplearning #neuralnetworks  #chatbots #dataanalytics #computervision #data #technology #statistics #robotics #programming #computerscience #textmining #linguisticresources #ontology #sentimentanalysis #speechrecognition 

Welcome to SPNLP 2025 

3rd International Conference on Speech and NLP (SPNLP 2025)

May 30 ~ 31, 2025, Virtual Conference

https://spnlp2025.org/ 

Submission Deadline : February 09, 2025 

Contact us:

Here's where you can reach us :  spnlp@spnlp2025.org or spnlpconfe@yahoo.com 

Submission Link: 

https://spnlp2025.org/submission/index.php

 

Welcome to ISPR 2025!

#Communication #Digitalimageprocessing #Wavelet #Analogsignal #Artificialintelligence #Audiosignalprocessing #Convolution #Correlation #Demodulation #Fourieranalysis #RADAR #Deeplearning

Welcome to ISPR 2025!

11th International Conference on Image and Signal Processing (ISPR 2025)

March 22 ~ 23, 2025, Sydney, Australia

https://csita2025.org/ispr/index

Submission Deadline: February 08, 2025 

Academia: https://www.academia.edu/127097588/Call_for_Papers_11th_International_Conference_on_Image_and_Signal_Processing_ISPR_2025

Contact Us

Here's where you can reach us : ispr@csita2025.org (or) isprconfe@yahoo.com

Submission URL: https://csita2025.org/submission/index.php

Mining Actionable Patterns in Bigdata for Enhanced Human Emotions

 International Journal of Data Mining & Knowledge Management Process (IJDKP)-H-Index: 36

*******WJCI Indexed******

ISSN: 2230 - 9608[Online]; 2231 - 007X [Print]

https://airccse.org/journal/ijdkp/ijdkp.html

Current Issue

January 2025, Volume 15, Number 1

Mining Actionable Patterns in Bigdata for Enhanced Human Emotions

Sanchari Chatterjee1 and Angelina Tzacheva2, 1 University of North Carolina, USA, 2 West Cliff University, USA

Abstract

Action Rules are rule based systems that extract actionable patterns which are hidden in big volumes of data. Huge amount of data gets generated from Education sector, Business field, Medical domain and Social Media, in a single day. In the technological world of big data, massive amounts of data are collected by organizations, including in major domains like financial, medical, social media and Internet of Things(IoT). Mining this data can provide a lot of meaningful insights on how to improve user experience in multiple domain. Users need recommendations on actions they can undertake to increase their profit or accomplish their goals, this recommendations are provided by Actionable patterns. For example: How to improve student learning; how to increase business profitability; how to improve user experience in social media; and how to heal patients and assist hospital administrators. Action Rules provide actionable suggestions on how to change the state of an object from an existing state to a desired state for the benefit of the user. The traditional Action Rules extraction models, which analyze the data in a non distributed fashion, does not perform well when dealing larger datasets. In this work we are concentrating on the vertical data splitting strategy using information granules and creating the data partitioning more logically instead of splitting the data randomly and also generating meta actions after the vertical split. Information granules form basic entities in the world of Granular Computing(GrC), which represents meaningful smaller units derived from a larger complex information system. We introduced Modified Hybrid Action rule method with Partition Threshold Rho. Modified Hybrid Action rule mining approach combines both these frameworks and generates complete set of Action Rules, which further improves the computational performance with large datasets.

Keywords

Emotion Detection, Meta Action, Information granules.

Original Source URL: https://aircconline.com/ijdkp/V15N1/15125ijdkp01.pdf

https://airccse.org/journal/ijdkp/vol15.html

Here's where you can reach us : ijdkpjournal@yahoo.com or ijdkpjournal@airccse.org or ijdkp@aircconline.com

#Emotiondetection #Metaaction #informationgranules #datamining #callforpapers

Call for Papers! WJCI Indexed Journal! Upcoming Issue!

 #database #databases #data #databasetrusted #phd #dataanalytics #datascience #datascientist #databasepromo #datavisualization #datasecurity #datamining #ijdkp #researchers

International Journal of Data Mining & Knowledge Management Process (IJDKP)-H-Index: 36

*******WJCI Indexed******

ISSN: 2230 - 9608[Online]; 2231 - 007X [Print]

https://airccse.org/journal/ijdkp/ijdkp.html

Submission Deadline: February 09, 2025

Academia: https://www.academia.edu/127097900/Call_for_Papers_International_Journal_of_Data_Mining_and_Knowledge_Management_Process_IJDKP_

Contact Us: ijdkpjournal@yahoo.com or ijdkpjournal@airccse.org or ijdkp@aircconline.com