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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 586
Enhanced Recruitment Portal
Gutha Sai Mukesh Reddy1, Talluri Laxmi Priyanka2, Mani Baradwaj3, Vani G4
1, 2, 3 B. Tech Scholars, Department of Computer Science and Engineering, SNIST, Hyderabad-501301, India
4 Assistant Professor, Department of Computer Science and Engineering, SNIST, Hyderabad-501301, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - This paper presents and emphasizes the needfor
an online employment posting platform for colleges and the
efficacy of such a system in connecting students with job
possibilities. Historically, Human Resource management has
utilized employment websites for candidate sourcing and
placement. The current project is an employment website
developed for one of the most prestigious engineering schools,
which is a variant of such job boards tailored to service the
students of the institution. With functions such as job
suggestions provided offering learners recommendations
based on their skills and candidatefilteringtoaidemployers in
application matchmaking, the platform is anticipated to be
useful for both students investigating job opportunities and
employers locating candidates who are appropriate to the
position.
Key Words: job portal, human resources management,
application matchmaking, employment recommendation,
recruitment
1. INTRODUCTION
Thousands of employment sites have been created as a
result of the achievement of employment boards in
narrowing the disparity betweenjobseekersandemployers.
Due to a rise in unemployment, it became apparent that job
sites were necessary. In some countries where positions
were available, candidates were unaware of them due to a
lack of effective communication channels [1]. Duetothelack
of a common platform for both employers and job seekers,
communication was challenging andtimelydissemination of
information regarding job openings was impossible.
With the development of web technologies and the
widespread availability of the internet, the prevalence of
business applications and enterprise systems increased. It
was determined that such a system is required to assist
businesses and organizations in expanding and connecting
with manpower resources to discoverthe bestcandidates.In
addition, the rising unemployment rate and difficulties in
obtaining employment contributed to the development of
employment websites [2]. Thus,employmentboardsandjob
search engines arose, many of which list job openings in
specific industries, such as education, health care, hospital
management, academia, and the non-governmental sector.
The purpose of these employment sites was to assist job
seekers in locating better jobs and employers in locating
better candidates [3].
Today's employment websites offer a variety of services,
from simple search engines to career counselling and
interviewing. Numerous web portals, including JobsNepal1,
merojob2, merocareer3,andothers,havebeenestablishedin
Nepal and offer a variety of services. However, there is no
job board or portal dedicated to serving college and
university students in developing countries, despite the fact
that such systems are used in universities in developed
nations. This initiative was motivated by the role that such
systems can play in assisting students to interact with
contemporary market demands. We administered a
questionnaire to determine how students felt about the use
of an e-recruitment system. It is crucial to understand the
factors that motivate pupils to use the e-recruitment system
[4].
The purpose of this system is to expedite and streamline the
traditional method of collecting applications andpostingjob
announcements. The traditional methods of selecting
candidates for a position are tedious, stressful, and
ineffective [5]. The email-based announcements and
application collection that is currently practiced, in which
companies provide employment announcement
emails/notices to group mail using the campus department
instead of using an individual as an intermediary, had major
drawbacks, such as messages going overlooked by a lot of
people being required to submit a resume independently in
response to each job offer, etc.Likewise,fromtheemployer's
perspective, it had been challenging to maintain track of and
evaluate all these applicants. The proposed system is
anticipated to benefit both campus students and companies
seeking potential employees byfacilitatingtheexplorationof
current market demands requiring engineering solutions
and by streamlining tasks such as employment
announcements, applicant selection, and hiring procedures.
In addition, the system would be of tremendous help to
campus departments in tracking students through updated
CVs, even after graduation.
The system is designed with three main perspectives for
each end user: student, business, and
administrator/department. The system offers customized
search and filtering capabilities for each category of end
user. In addition to being able to filter job postings based on
criteria such as job type and location, students receive
employment recommendations based on their skill set to
assist these individuals discover positions that satisfy their
requirements. In a similar vein, businesses may look over
prospects for positions requiring a particular skill set and
level of experience, and applicationscanthen beadditionally
screened to reduce chatter as well as refuse unsuitable
applications.Inaddition,the departmentcanmonitorsystem
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 587
activity and access the profilesofstudentsandcompanies,as
well as filter positions based on their type, associated
companies, and more.
2. LITERATURE REVIEW
Prior to the invention of the internet and other technologies,
a variety of methods were used to hire employees. These
methods included newspaper, television, and radio
advertisements, contacting college officials, and organizing
job fairs, among others [6]. These conventional recruiting
practices were ineffectual and unproductive. Through the
development of web technologies and theproliferationofthe
internet, numerous employment websites have emerged.
Regarding the availability of features,eachofthemcompeted
with one another.Asmanybusinessesmergedandadaptedto
meet the requirements of job-seekers,thesituationgradually
stabilized. Regarding the job recruitment procedure, things
have evolved over the past decade. The attitude of both
employers and applicants has shifted. People spend more
time on the internet today. Also, the internet is swiftly
expanding and becoming more affordable, which hasmadeit
a reliable and effective resource for job seekers. They can
readily find job-related informationontheinternetthrougha
variety of websites.
E-recruitment systems are especially beneficial for college
students who use the Internet frequently. Although the
development of the Internet has greatly aided job seekers,
traditional methods of hiring still exist. Also, interviews
continue to be recognized as the most effective method for
identifying the best candidate for a job. Developing a job
recruitment application without first analyzing the current
situation and environment may not aid in combating
unemployment. A thorough investigation is required to
determine the intentions of both job seekers and employers,
as well as their familiarity with the current system. This
assists in determining the effectiveness of a web-based
employment system. It still has quite a ways ahead of it.
While certain companies invest enormous sums in online
recruitment, their results are variable.
Therefore, the job recruitment system must be more
intelligent in order to assist employers in finding the finest
candidates. After the system has been constructed, it is
crucial to evaluate its performance, dependability, security,
and affordability by an ensemble of participants. Employers
will post fewer jobs and subsequently hire fewer candidates
if they are charged a high fee for job posting. An effective e-
recruitment system globalizes the recruitment process. The
online hiring method might not prove successful overall job
categories. It may cost more in certain circumstances.
Nevertheless, if an efficient system is constructed with all
extant factors in mind, it can save a substantial amount of
money that was previously spent onadvertising,whichcould
then be used for career development or employee training.
Additionally, employers have a greater chance of employing
qualified candidates. Colleges must implement a cost-
effective job portal. It helps more students find employment.
The proposed system involves three agents: students,
businesses, and the administrator/department. Due to the
involvement of a third agent, i.e., a department that can keep
track of students, the system is particularly geared toward
universities and campuses. By notifying them as soon as a
fresh position is posted, the system ensures that every
student has an equal opportunity to find an internship, part-
time job, or full-time job during or after their academic
career.
3. SYSTEM OVERVIEW
This application aims to eliminate the manual process of
employing university students and provide each student
with an equal opportunity to find a suitable position.
The creation of this system is inspired by experience in a
real-world setting. There are three main agents in this
system. They are corporations, students, and university
personnel. It aids in preserving their coordination. In
addition to monitoring their students, university
administration overseesthe activitiesofbothbusinessesand
students. Students are provided with a user-friendly
interface for searching, viewing, and applying for suitable
employment. There are no posting fees for employers. In
addition, there does not exist a limit on how many jobs a
company may publish. Consequently, this increases the
likelihood of more positions appearingalongwithadditional
candidates being hired.
A. A. Flow of the Employment Application
Process
Fig -1: Sequence diagram
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 588
Fig. 1 represents a sequence diagram for the structure ofthe
system that provides insight into the system's control
mechanisms. Users create a new account first, whether they
are students or businesses. One account has been set up by
default for university administrators. After establishing a
new account, students are required to verify their email
address to ensure it belongs to the university domain.
Organizations additionally generate fresh accounts to
discover the most qualified candidates for open positions.
Companies, students, and university administrators, the
system's three major agents, perform the following roles.
1. Faculty and Companies
They serve as recruiters. They must create an account,which
can be done free of charge. Before they can begin posting
jobs, the university administrator must verify their identity
after they create a new account to affirm their existence and
credibility. Therefore, companies should provide accurate
information when creating a new account, as this will enable
the administrator to verify their identity. After verification,
the company may post as many positions as desired.
Companies can view the resumes of students who have
submitted job applications. Additionally, they can perform a
multi-criteria search to identify the top candidates. Multi-
criteria search involves looking on a basis that encompasses
multiple domains, such as the candidate's qualifications,
skills, and work experience, either individually or in
conjunction with one another. Through their interface,
companies can view the candidates who submitted
applications for different jobs. They can also edit and delete
posted positions.
2. The pupils
hey are the employment applicants. Students need a campus
email address in order to register for the system. After
creating an account, users must authenticate their email
address by clicking the link sent to their inbox. The link will
expire in several hours. When the user's email account is
validated, they can semi-automatically generate an
impressive CV using the system's features. They can modify
and update their resume whenever necessary. Additionally,
they can obtain the resume in PDF format using the provided
templates. They must adequately list their skills so that the
system can recommendthemostsuitablejobsforthembased
on their skills. The recommendation aids them and saves
them time in their job search. Additionally, they can browse
for jobs based on work location, type, and position, either
individually or in combination.Typesincludeinternship,full-
time, and part-time employment. It is beneficial for them to
update their resume frequently in order to receive periodic
new recommendations.
3. Admin
It regulates the activities of pupils and businesses. Its main
objective is to validate companies before allowing them to
publish jobs. Additionally, it is responsible for removing
dubious accounts. It continues tomonitorstudentsevenafter
they have graduated in order to provide the campus with
pertinent information regarding the former students.
After the text edit has been completed, the paper is ready for
the template. Duplicatethe templatefile by using the SaveAs
command, andusethenamingconventionprescribedbyyour
conference for the name of your paper. In this newly created
file, highlight all of the contents and import your prepared
text file. You are now ready to style your paper.
Fig -2: Use case diagram
According to the use case diagram depicted in Fig. 2, the
three main system participants are the student, the
organization, and the educational institution administrator.
Students' main concern is finding employment that matches
their skills. Employers have concerns with job postings.
Educational administration is concerned withevaluating the
profiles of companies.
B. Software Engineering Methodology
The website was created utilizinga prototypeparadigm.Due
to the high number of consumer relationships it was
essential to include them in the design process. Thisallowed
us to integrate as much input from customers as possible
into the application, resulting in a system that was usable
and widely accepted by the intended users. Additionally,
training time for the final user was reduced. We wereable to
identify errors and features at the beginning of production.
At the same time, creation and testing procedures were
being carried out.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 589
4. SYSTEM ARCHITECTURE
Fig -3: System Architecture
The main software elements are depicted in Fig. 3 system
architecture diagram.
Jobs recommendation
This element compares the abilities of a student to the
abilities outlined in an organization's job posting. When
several businesses post a large number of job openings, it
can be time-consuming and challenging for students to
review every one of the available positions. Additionally,not
every position is suitable for every student. Every pupil may
possess a unique set of abilities, making it laborious to
investigate each job individually. Thus, the function of the
system of suggestions has arrived. It reduces time and
simplifies the task of finding the most suitable job for pupils.
It is displayed on the student's profile. Eachpupil'sexpertise
is broken down into a collection ofdistinctiveskills,followed
by job postings that require those competencies to be
suggested to the pupil.
Multi-criteria searching
Fig -4: Search with different criteria for Job Seekers
Multiple search categories are available for both pupils and
businesses. These fields may be utilized singly or in
combination to formulate queries for searching. Students
have access to their position, place of residence, and
category search options.Rolereferstoa varietyofworkplace
positions, such as bank manager, graphic designer, project
manager, web developer, etc. Locations refer to the
employment location, i.e., where a candidate must work if
hired. Type includes part-time, full-time, and intern
employment.
Fig -5: Search with different criteria for Recruiters
Therefore, pupils can seek to use these requirements. In a
similar vein, businesses are given the role, eligibility, skills,
and years of expertise of a field's professionals. The position
is equivalent to that of an undergraduate. It aids in the
identification of applicants who have previously held the
desired position. Qualification pertains to the applicant's
educational qualifications, such as a bachelor's degreein the
field of computer engineering. Skills indicate an applicant's
inherent abilities. It aids in finding candidates with the
necessary abilities. Years of experience refer to the length of
time a person has previously workedforanorganization. For
a given search term, the system determines the best or
closest valid key associated with records and then displays
these records as the result of the search.
The distance calculated by Levenshtein was applied to
identify a valid keyword that best represents the
(approximate) search term in the search query in question.
This facilitates the discovery of results using approximate
search terms, similar to imprecise matches.
5. RESULTS
The initiative aims to unite pupils and employers on one
website and supplant the conventional approach of
recruiting pupils on university campuses. The system has
been verified using data gathered in immediate form from
businesses and pupils.
The Smart Job Recruiting platform could revolutionize the
job recruitment process by making it more accessible and
efficient for both employers and job seekers. The platform
simplifies the hiring procedure by offering a central location
for job postings, applications, and communication between
employers and candidates.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 590
The possibility for companies to conduct searches for
applicants based on particular requirements enablesa more
targeted approach to recruitment, thereby reducing the
amount of time and assets required to find suitable
applicants. The ability for job seekers to easily apply to
multiple job openings and monitor the progress of their
submissions via the website streamlines the job searching
process.
According to the findings of this research, the enhanced Job
Recruitment platform has the potential to disrupt the
traditional job recruitment process and provide a more
efficient and effective approach. Additional research is
required to ascertain the platform's lasting impacts and
identify areas for improvement.
6. CONCLUSIONS
The objective of this system of requirements is to automate
the hiring requirement procedure and assist pupils with
finding better employment opportunities. In addition,itaids
businesses in finding more qualified candidates. It replaces
the traditional method of recruiting college students. In
addition to providing an exchange of information between
pupils and businesses, it keeps the educational institution
informed.
This initiative meets the main requirements of the students
and businesses. However, there is always room for
improvement. Based on the pupil's search history, we can
provide collaborative filtering-based recommendations and
email updates for new job postings. Since pupils may be
interested in creating a strong resume, we can provide them
with relevant guidance and data. Additionally, we can
enhance job searching and labelling. The application may
include a job recommendation algorithm based on users'
regular searches. The user functionality can be expanded to
include options for saving positions and applying later,
uploading numerous files, etc.
REFERENCES
[1] J. Dorn , T. Naz, “Integration of job portal by Meta-
search”, in proc 3rd international conf. on
Interoperability for Enterprise Software and
Applications, Funchal, Portugal, 2007, pp. 401-412
[2] M. Mansourvar, N.B. Mohd Yasin, “Development of a Job
Web Portal to Improve EducationQuality”,International
Joural of Computer Theory and Engineering, January
2014, pp. 43-46
[3] K. Kopuri, G.M.H. Aqueel, A.S. Jabeen, T.K. Shaik Shavali,
“A Online Job portal managementsystem”,International
Journal of Innovative Research in Technology, Vol. 3
Issue 9, February 2017
[4] K. Liza, M.A. Uddin, M.A. Mahfuz, “Student’s Behavioral
Intention and Acceptance of E-Recruitment System: A
Bangladesh Perspective”, 12thInternational Conference
on Innovation & Management, 2015, pp. 1297-1303
[5] S. Mauno, U. kinnunen, M. Ruokolainen, “Job demands
and resources as antecedents of work engagement: A
longitudinal study”,Journal ofVocational Behaviour,Vol.
70, 2007, pp. 149-171
[6] E. Galanki, “The decision to recruit online: a descriptive
study”, Career Development International, Vol. 7, 2002,
pp. 243-251

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Enhanced Recruitment Portal

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 586 Enhanced Recruitment Portal Gutha Sai Mukesh Reddy1, Talluri Laxmi Priyanka2, Mani Baradwaj3, Vani G4 1, 2, 3 B. Tech Scholars, Department of Computer Science and Engineering, SNIST, Hyderabad-501301, India 4 Assistant Professor, Department of Computer Science and Engineering, SNIST, Hyderabad-501301, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - This paper presents and emphasizes the needfor an online employment posting platform for colleges and the efficacy of such a system in connecting students with job possibilities. Historically, Human Resource management has utilized employment websites for candidate sourcing and placement. The current project is an employment website developed for one of the most prestigious engineering schools, which is a variant of such job boards tailored to service the students of the institution. With functions such as job suggestions provided offering learners recommendations based on their skills and candidatefilteringtoaidemployers in application matchmaking, the platform is anticipated to be useful for both students investigating job opportunities and employers locating candidates who are appropriate to the position. Key Words: job portal, human resources management, application matchmaking, employment recommendation, recruitment 1. INTRODUCTION Thousands of employment sites have been created as a result of the achievement of employment boards in narrowing the disparity betweenjobseekersandemployers. Due to a rise in unemployment, it became apparent that job sites were necessary. In some countries where positions were available, candidates were unaware of them due to a lack of effective communication channels [1]. Duetothelack of a common platform for both employers and job seekers, communication was challenging andtimelydissemination of information regarding job openings was impossible. With the development of web technologies and the widespread availability of the internet, the prevalence of business applications and enterprise systems increased. It was determined that such a system is required to assist businesses and organizations in expanding and connecting with manpower resources to discoverthe bestcandidates.In addition, the rising unemployment rate and difficulties in obtaining employment contributed to the development of employment websites [2]. Thus,employmentboardsandjob search engines arose, many of which list job openings in specific industries, such as education, health care, hospital management, academia, and the non-governmental sector. The purpose of these employment sites was to assist job seekers in locating better jobs and employers in locating better candidates [3]. Today's employment websites offer a variety of services, from simple search engines to career counselling and interviewing. Numerous web portals, including JobsNepal1, merojob2, merocareer3,andothers,havebeenestablishedin Nepal and offer a variety of services. However, there is no job board or portal dedicated to serving college and university students in developing countries, despite the fact that such systems are used in universities in developed nations. This initiative was motivated by the role that such systems can play in assisting students to interact with contemporary market demands. We administered a questionnaire to determine how students felt about the use of an e-recruitment system. It is crucial to understand the factors that motivate pupils to use the e-recruitment system [4]. The purpose of this system is to expedite and streamline the traditional method of collecting applications andpostingjob announcements. The traditional methods of selecting candidates for a position are tedious, stressful, and ineffective [5]. The email-based announcements and application collection that is currently practiced, in which companies provide employment announcement emails/notices to group mail using the campus department instead of using an individual as an intermediary, had major drawbacks, such as messages going overlooked by a lot of people being required to submit a resume independently in response to each job offer, etc.Likewise,fromtheemployer's perspective, it had been challenging to maintain track of and evaluate all these applicants. The proposed system is anticipated to benefit both campus students and companies seeking potential employees byfacilitatingtheexplorationof current market demands requiring engineering solutions and by streamlining tasks such as employment announcements, applicant selection, and hiring procedures. In addition, the system would be of tremendous help to campus departments in tracking students through updated CVs, even after graduation. The system is designed with three main perspectives for each end user: student, business, and administrator/department. The system offers customized search and filtering capabilities for each category of end user. In addition to being able to filter job postings based on criteria such as job type and location, students receive employment recommendations based on their skill set to assist these individuals discover positions that satisfy their requirements. In a similar vein, businesses may look over prospects for positions requiring a particular skill set and level of experience, and applicationscanthen beadditionally screened to reduce chatter as well as refuse unsuitable applications.Inaddition,the departmentcanmonitorsystem
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 587 activity and access the profilesofstudentsandcompanies,as well as filter positions based on their type, associated companies, and more. 2. LITERATURE REVIEW Prior to the invention of the internet and other technologies, a variety of methods were used to hire employees. These methods included newspaper, television, and radio advertisements, contacting college officials, and organizing job fairs, among others [6]. These conventional recruiting practices were ineffectual and unproductive. Through the development of web technologies and theproliferationofthe internet, numerous employment websites have emerged. Regarding the availability of features,eachofthemcompeted with one another.Asmanybusinessesmergedandadaptedto meet the requirements of job-seekers,thesituationgradually stabilized. Regarding the job recruitment procedure, things have evolved over the past decade. The attitude of both employers and applicants has shifted. People spend more time on the internet today. Also, the internet is swiftly expanding and becoming more affordable, which hasmadeit a reliable and effective resource for job seekers. They can readily find job-related informationontheinternetthrougha variety of websites. E-recruitment systems are especially beneficial for college students who use the Internet frequently. Although the development of the Internet has greatly aided job seekers, traditional methods of hiring still exist. Also, interviews continue to be recognized as the most effective method for identifying the best candidate for a job. Developing a job recruitment application without first analyzing the current situation and environment may not aid in combating unemployment. A thorough investigation is required to determine the intentions of both job seekers and employers, as well as their familiarity with the current system. This assists in determining the effectiveness of a web-based employment system. It still has quite a ways ahead of it. While certain companies invest enormous sums in online recruitment, their results are variable. Therefore, the job recruitment system must be more intelligent in order to assist employers in finding the finest candidates. After the system has been constructed, it is crucial to evaluate its performance, dependability, security, and affordability by an ensemble of participants. Employers will post fewer jobs and subsequently hire fewer candidates if they are charged a high fee for job posting. An effective e- recruitment system globalizes the recruitment process. The online hiring method might not prove successful overall job categories. It may cost more in certain circumstances. Nevertheless, if an efficient system is constructed with all extant factors in mind, it can save a substantial amount of money that was previously spent onadvertising,whichcould then be used for career development or employee training. Additionally, employers have a greater chance of employing qualified candidates. Colleges must implement a cost- effective job portal. It helps more students find employment. The proposed system involves three agents: students, businesses, and the administrator/department. Due to the involvement of a third agent, i.e., a department that can keep track of students, the system is particularly geared toward universities and campuses. By notifying them as soon as a fresh position is posted, the system ensures that every student has an equal opportunity to find an internship, part- time job, or full-time job during or after their academic career. 3. SYSTEM OVERVIEW This application aims to eliminate the manual process of employing university students and provide each student with an equal opportunity to find a suitable position. The creation of this system is inspired by experience in a real-world setting. There are three main agents in this system. They are corporations, students, and university personnel. It aids in preserving their coordination. In addition to monitoring their students, university administration overseesthe activitiesofbothbusinessesand students. Students are provided with a user-friendly interface for searching, viewing, and applying for suitable employment. There are no posting fees for employers. In addition, there does not exist a limit on how many jobs a company may publish. Consequently, this increases the likelihood of more positions appearingalongwithadditional candidates being hired. A. A. Flow of the Employment Application Process Fig -1: Sequence diagram
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 588 Fig. 1 represents a sequence diagram for the structure ofthe system that provides insight into the system's control mechanisms. Users create a new account first, whether they are students or businesses. One account has been set up by default for university administrators. After establishing a new account, students are required to verify their email address to ensure it belongs to the university domain. Organizations additionally generate fresh accounts to discover the most qualified candidates for open positions. Companies, students, and university administrators, the system's three major agents, perform the following roles. 1. Faculty and Companies They serve as recruiters. They must create an account,which can be done free of charge. Before they can begin posting jobs, the university administrator must verify their identity after they create a new account to affirm their existence and credibility. Therefore, companies should provide accurate information when creating a new account, as this will enable the administrator to verify their identity. After verification, the company may post as many positions as desired. Companies can view the resumes of students who have submitted job applications. Additionally, they can perform a multi-criteria search to identify the top candidates. Multi- criteria search involves looking on a basis that encompasses multiple domains, such as the candidate's qualifications, skills, and work experience, either individually or in conjunction with one another. Through their interface, companies can view the candidates who submitted applications for different jobs. They can also edit and delete posted positions. 2. The pupils hey are the employment applicants. Students need a campus email address in order to register for the system. After creating an account, users must authenticate their email address by clicking the link sent to their inbox. The link will expire in several hours. When the user's email account is validated, they can semi-automatically generate an impressive CV using the system's features. They can modify and update their resume whenever necessary. Additionally, they can obtain the resume in PDF format using the provided templates. They must adequately list their skills so that the system can recommendthemostsuitablejobsforthembased on their skills. The recommendation aids them and saves them time in their job search. Additionally, they can browse for jobs based on work location, type, and position, either individually or in combination.Typesincludeinternship,full- time, and part-time employment. It is beneficial for them to update their resume frequently in order to receive periodic new recommendations. 3. Admin It regulates the activities of pupils and businesses. Its main objective is to validate companies before allowing them to publish jobs. Additionally, it is responsible for removing dubious accounts. It continues tomonitorstudentsevenafter they have graduated in order to provide the campus with pertinent information regarding the former students. After the text edit has been completed, the paper is ready for the template. Duplicatethe templatefile by using the SaveAs command, andusethenamingconventionprescribedbyyour conference for the name of your paper. In this newly created file, highlight all of the contents and import your prepared text file. You are now ready to style your paper. Fig -2: Use case diagram According to the use case diagram depicted in Fig. 2, the three main system participants are the student, the organization, and the educational institution administrator. Students' main concern is finding employment that matches their skills. Employers have concerns with job postings. Educational administration is concerned withevaluating the profiles of companies. B. Software Engineering Methodology The website was created utilizinga prototypeparadigm.Due to the high number of consumer relationships it was essential to include them in the design process. Thisallowed us to integrate as much input from customers as possible into the application, resulting in a system that was usable and widely accepted by the intended users. Additionally, training time for the final user was reduced. We wereable to identify errors and features at the beginning of production. At the same time, creation and testing procedures were being carried out.
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 589 4. SYSTEM ARCHITECTURE Fig -3: System Architecture The main software elements are depicted in Fig. 3 system architecture diagram. Jobs recommendation This element compares the abilities of a student to the abilities outlined in an organization's job posting. When several businesses post a large number of job openings, it can be time-consuming and challenging for students to review every one of the available positions. Additionally,not every position is suitable for every student. Every pupil may possess a unique set of abilities, making it laborious to investigate each job individually. Thus, the function of the system of suggestions has arrived. It reduces time and simplifies the task of finding the most suitable job for pupils. It is displayed on the student's profile. Eachpupil'sexpertise is broken down into a collection ofdistinctiveskills,followed by job postings that require those competencies to be suggested to the pupil. Multi-criteria searching Fig -4: Search with different criteria for Job Seekers Multiple search categories are available for both pupils and businesses. These fields may be utilized singly or in combination to formulate queries for searching. Students have access to their position, place of residence, and category search options.Rolereferstoa varietyofworkplace positions, such as bank manager, graphic designer, project manager, web developer, etc. Locations refer to the employment location, i.e., where a candidate must work if hired. Type includes part-time, full-time, and intern employment. Fig -5: Search with different criteria for Recruiters Therefore, pupils can seek to use these requirements. In a similar vein, businesses are given the role, eligibility, skills, and years of expertise of a field's professionals. The position is equivalent to that of an undergraduate. It aids in the identification of applicants who have previously held the desired position. Qualification pertains to the applicant's educational qualifications, such as a bachelor's degreein the field of computer engineering. Skills indicate an applicant's inherent abilities. It aids in finding candidates with the necessary abilities. Years of experience refer to the length of time a person has previously workedforanorganization. For a given search term, the system determines the best or closest valid key associated with records and then displays these records as the result of the search. The distance calculated by Levenshtein was applied to identify a valid keyword that best represents the (approximate) search term in the search query in question. This facilitates the discovery of results using approximate search terms, similar to imprecise matches. 5. RESULTS The initiative aims to unite pupils and employers on one website and supplant the conventional approach of recruiting pupils on university campuses. The system has been verified using data gathered in immediate form from businesses and pupils. The Smart Job Recruiting platform could revolutionize the job recruitment process by making it more accessible and efficient for both employers and job seekers. The platform simplifies the hiring procedure by offering a central location for job postings, applications, and communication between employers and candidates.
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 590 The possibility for companies to conduct searches for applicants based on particular requirements enablesa more targeted approach to recruitment, thereby reducing the amount of time and assets required to find suitable applicants. The ability for job seekers to easily apply to multiple job openings and monitor the progress of their submissions via the website streamlines the job searching process. According to the findings of this research, the enhanced Job Recruitment platform has the potential to disrupt the traditional job recruitment process and provide a more efficient and effective approach. Additional research is required to ascertain the platform's lasting impacts and identify areas for improvement. 6. CONCLUSIONS The objective of this system of requirements is to automate the hiring requirement procedure and assist pupils with finding better employment opportunities. In addition,itaids businesses in finding more qualified candidates. It replaces the traditional method of recruiting college students. In addition to providing an exchange of information between pupils and businesses, it keeps the educational institution informed. This initiative meets the main requirements of the students and businesses. However, there is always room for improvement. Based on the pupil's search history, we can provide collaborative filtering-based recommendations and email updates for new job postings. Since pupils may be interested in creating a strong resume, we can provide them with relevant guidance and data. Additionally, we can enhance job searching and labelling. The application may include a job recommendation algorithm based on users' regular searches. The user functionality can be expanded to include options for saving positions and applying later, uploading numerous files, etc. REFERENCES [1] J. Dorn , T. Naz, “Integration of job portal by Meta- search”, in proc 3rd international conf. on Interoperability for Enterprise Software and Applications, Funchal, Portugal, 2007, pp. 401-412 [2] M. Mansourvar, N.B. Mohd Yasin, “Development of a Job Web Portal to Improve EducationQuality”,International Joural of Computer Theory and Engineering, January 2014, pp. 43-46 [3] K. Kopuri, G.M.H. Aqueel, A.S. Jabeen, T.K. Shaik Shavali, “A Online Job portal managementsystem”,International Journal of Innovative Research in Technology, Vol. 3 Issue 9, February 2017 [4] K. Liza, M.A. Uddin, M.A. Mahfuz, “Student’s Behavioral Intention and Acceptance of E-Recruitment System: A Bangladesh Perspective”, 12thInternational Conference on Innovation & Management, 2015, pp. 1297-1303 [5] S. Mauno, U. kinnunen, M. Ruokolainen, “Job demands and resources as antecedents of work engagement: A longitudinal study”,Journal ofVocational Behaviour,Vol. 70, 2007, pp. 149-171 [6] E. Galanki, “The decision to recruit online: a descriptive study”, Career Development International, Vol. 7, 2002, pp. 243-251