Advanced & Innovative Artificial Intelligence Projects Details- 08

In the latest installment of our artificial intelligence research series, we explore projects 71 through 80. These initiatives showcase the diverse application of machine learning, data mining, and automated reasoning to improve urban travel, personalized wellness, financial services, and digital integrity.

I. Urban Mobility and Personalized Wellness

71. Android Smart City Traveler

Navigating a new city efficiently is a significant challenge for modern travelers. This system uses FourSquare API to smartly analyze user preferences and create a travel schedule based on a specified time in hours. The application allows users to register, answer a questionnaire about their habits, and then view recommended places on a map with details such as distance and contact information.

72. Artificial Intelligence Dietician

Functioning as a virtual diet consultant, this bot provides personalized nutrition advice similar to a human professional. The system processes user data—including height, weight, age, and daily work hours—to calculate the specific nutrient values required. If a user is unsatisfied with the initial plan, the AI can offer alternative diets to meet their physiological needs.

73. Smart Health Consulting Project

This comprehensive platform focuses on maintaining long-term patient health records and streamlining the medical consultation process. Users can register their medical history and select specialized doctors (such as cardiologists or ENTs) at specific locations based on appointment timings. The project integrates seven functional areas, including modules for pharmacy, insurance, and billing.

74. Heart Disease Prediction Project

Providing instant medical guidance, this online consultation tool uses intelligent data mining to analyze user-reported heart issues. By processing specific symptoms, the system guesses the most accurate associated illness, allowing the user to view relevant doctor details for follow-up treatment. It is particularly useful in emergencies when immediate physician availability may be limited.

II. Specialized Finance and Digital Commerce

75. Banking Bot System Project

Designed for financial institutions, this android-based bot uses artificial algorithms to understand and analyze user messages regarding loans, accounts, and policies. To enhance the user experience, the system utilizes a graphical representation of a person speaking while providing answers, creating a more human-like interaction for bank customers.

76. Online AI Shopping With M-Wallet System

This system automates the consumer experience by shopping on behalf of the user based on their stated preferences. By integrating M-Wallet technology, the system fetches the best deals in real-time and allows for seamless mobile payments, ensuring a hassle-free and refined shopping process.

III. Educational Automation and Administrative Intelligence

77. Student Information Chatbot Project

To reduce the administrative load on college offices, this web-based bot handles student inquiries regarding campus activities. The system employs built-in artificial intelligence to provide appropriate answers and allows users to flag invalid responses, which notifies administrators to update the database with more accurate information.

78. Question Paper Generator System

This smart system automates the creation of academic assessments by allowing administrators to input questions with specific weightage and complexity levels. When a paper is needed, the admin simply selects a difficulty percentage, and the system randomly picks questions that sum to 100 marks. The final paper is then converted to a PDF and emailed directly to the respective colleges.

IV. Advanced Analytics and Digital Integrity

79. Sentiment Based Movie Rating System

Eliminating the human error associated with manual film reviews, this system automatically generates scores based on user sentiment analysis. The bot utilizes a library capable of analyzing both English and Hindi comments, breaking them down into keywords to associate every review with a sentiment rank. These ranks are averaged to provide an unbiased, automated top-ten movie list.

80. Website Evaluation Using Opinion Mining

For users concerned with the security of online transactions, this system rates websites based on their genuineness and support quality. By utilizing opinion mining methodology, the system scans user comments for sentiment keywords related to fraud, delivery timing, and service quality. It weighs these keywords to help potential customers determine if a site is trustworthy before they commit to a purchase.

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…till the next post, bye-bye & take care

Advanced & Innovative Artificial Intelligence Projects Details- 07

In this fifth installment of our artificial intelligence research series, we explore projects 61 through 70. These initiatives highlight how machine learning and data mining are being used to refine consumer experiences, enhance accessibility for the differently-abled, and provide critical diagnostic support in healthcare and education.

I. Retail Intelligence and Consumer Protection

61. A Commodity Search System For Online Shopping Using Web Mining

As e-commerce platforms proliferate, consumers often struggle to find the best prices due to fragmented data. This system utilizes web mining techniques to proactively track consumer demand. When a commodity's price falls below a user's specified threshold on any monitored website, the system notifies the consumer and provides historical price data to aid in the purchasing decision.

62. Fake Product Review Monitoring & Removal for Genuine Ratings (PHP)

To combat the issue of "false positive" reviews—often posted by companies to artificially boost their own products—this system identifies fake comments using opinion mining. By tracking user IP addresses and analyzing review posting patterns, the system flags suspicious activity and enables administrators to remove fraudulent content, ensuring users see only genuine feedback.

63. Product Review Analysis for Genuine Rating

This advanced analysis platform allows registered users to rate multiple products and uses sentiment-based keywords to categorize feedback as good, bad, or worst. By applying specific weightage to positive and negative keywords in a database, the system generates an appropriate rank for each product, helping prospective buyers make informed choices based on aggregated user sentiment.

II. Predictive Analytics in Media and Transportation

64. Movie Success Prediction Using Data Mining (PHP)

This project employs a mathematical model to forecast whether a film will be a "flop," "hit," or "super hit" before its release. By weighing historical data for actors, directors, writers, and music directors—and factoring in marketing budgets and release dates—the system provides a success probability that helps both distributors and viewers.

65. Traffic Sign Recognition System using CNN

A vital component for the development of autonomous vehicles and driver assistance, this system uses a Deep Convolutional Neural Network (CNN) to detect road signs from images, videos, or real-time camera feeds. It provides the name of the recognized sign along with a probability score for accuracy, potentially reducing accidents by keeping drivers informed of signs they might overlook.

III. Specialized Healthcare Diagnostics and Accessibility

66. Parkinson’s Detector System using Python

Early identification of Parkinson’s disease is challenging for non-specialists, yet critical for managing symptoms that worsen over time. This predictive analytics framework uses a CNN model and the XGBoost algorithm to analyze images of user-uploaded spiral and wave drawings. The system can detect the user’s health status in seconds, facilitating earlier clinical intervention.

67. Depression Detection System using Python

This platform facilitates mental health self-evaluation by correlating linguistic characteristics and facial expressions with likely depression symptoms. Utilizing Naive Bayes for diagnostic quizzes and CNN for facial emotion detection during a one-minute recording, the system identifies specific types of depression (anxiety, PTSD, or bipolar) and recommends nearby clinics for consultation.

68. Sign Language Recognition Using Python

To bridge the communication gap for the hearing and speech impaired, this system provides a computer-based method for interpreting hand gestures. Using a CNN model, the platform detects hand signs through a real-time camera feed and translates them into numbers or alphabets, allowing others to understand what the differently-abled individual is communicating.

IV. Educational Support and Career Intelligence

69. College Enquiry Chat Bot

This web application simplifies the administrative burden of student inquiries by using artificial intelligence algorithms to understand and answer queries related to college activities. Students can chat in any format to receive information about admission dates, sports days, or cultural events, saving time for both students and staff by eliminating the need for in-person office visits.

70. Stream Analysis For Career Choice Aptitude Tests

Designed to help students make unbiased career choices, this system automates IQ and aptitude testing. It matches user responses against pre-defined database answers and features an "expert mode" that adjusts difficulty based on performance. The system provides instant, accurate results in an excel report, effectively reducing the manual workload of examiners while providing a clear career direction for the user.

For The Year 2026 Published Articles List click here

…till the next post, bye-bye & take care