Recommendation System for Prospective Bride and Groom Using Cosine Similarity Algorithm

نویسندگان

چکیده

Ta'aruf is an introductory process intended for getting to know each other between two individuals which expected continue at the marriage level. Forum ta'aruf Padi Melati institution under Regional Leadership of Muhammadiyah Bantul that aims become a medium cadres Nasyi'atul Aisyiyah and Youth in finding life partner. The carried out by current still using information exchange via WhatsApp through forum leaders where candidates will send biodata criteria desired purpose this study was design website prototype help managers do matching Potential Pairing with Application Cosine Similarity Algorithm. application algorithm compare degree fit several candidates. research method stages starting stages, namely interviews jasmine rice forum, then conducting applying similarity create classification category pairs into groups according criteria. final result match pair participant.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

An Efficient Similarity Join Algorithm with Cosine Similarity Predicate

Given a large collection of objects, finding all pairs of similar objects, namely similarity join, is widely used to solve various problems in many application domains.Computation time of similarity join is critical issue, since similarity join requires computing similarity values for all possible pairs of objects. Several existing algorithms adopt prefix filtering to avoid unnecessary similari...

متن کامل

A New Similarity Measure Based on Item Proximity and Closeness for Collaborative Filtering Recommendation

Recommender systems utilize information retrieval and machine learning techniques for filtering information and can predict whether a user would like an unseen item. User similarity measurement plays an important role in collaborative filtering based recommender systems. In order to improve accuracy of traditional user based collaborative filtering techniques under new user cold-start problem a...

متن کامل

Transcript Segmentation Using Utterance Cosine Similarity Measure

One of the problems addressed by the Tracker project is the extraction of the key issues discussed at meetings through the analysis of transcripts. Whilst the task of topic extraction is an easy task for humans it has proven difficult task to automate given the unstructured nature of our transcripts. This paper proposes a new approach to transcript segmentation based on the Utterance Cosine Sim...

متن کامل

Uncertainty Modeling of a Group Tourism Recommendation System Based on Pearson Similarity Criteria, Bayesian Network and Self-Organizing Map Clustering Algorithm

Group tourism is one of the most important tasks in tourist recommender systems. These systems, despite of the potential contradictions among the group's tastes, seek to provide joint suggestions to all members of the group, and propose recommendations that would allow the satisfaction of a group of users rather than individual user satisfaction. Another issue that has received less attention i...

متن کامل

an optimal similarity measure for collaborative filtering using firefly algorithm

recommender systems (rs) provide personalized recommendation according to user need by analyzing behavior of users and gathering their information. one of the algorithms used in recommender systems is user-based collaborative filtering (cf) method. the idea is that if users have similar preferences in the past, they will probably have similar preferences in the future. the important part of col...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Emerging Information Science and Technology

سال: 2023

ISSN: ['2722-6050', '2722-6042']

DOI: https://doi.org/10.18196/eist.v4i1.18683