Wednesday, 26 January 2022

MATCH INDEX ALGORITHM,





MATCH INDEX ALGORITHM

MATCH-MAKER

Note

➤ This could have some relevance to MATCH MAKER (which tool we have planned to develop).

➤ Someday, thousands of jobseekers would have downloaded “Match Maker” and hundreds of these jobseekers may be “online” at the same time (on different job portals), searching & “matching” the job-adverts against their own resumes. We would have captured the “resumes” when they try to “Activate” this tool. We may also “capture” the job-adverts being searched/matched by each jobseeker (using Match Maker tool) while he is “online,” so each user becomes our human job-advert “SPIDER”! Then, I can “SERVE” matching job-adverts to each user, as soon as he comes online :)

27/09/2007

 

Gun Match

Oct. 17, 2006

Key words starting with

No. of characters in Keywords

A

1

2

3

4

5

6

7

8

9

10

11

12

13

14

15

15

17

18

B

Rahul – Saurabh

 

Match-Index Algorithm

➤ Let us index each of 655L resumes and create such a matrix (one for each resume).

➤ Let us also create such matrices for each Designation keyword (1000-SS1) / IT Skill keyword (88) / non-IT function (559?) etc.

➤ What are characteristics/attributes of a Word "C" (in any of these matrices)?

  • No. of characters in that word (which cell?)
  • Starting alphabet of that word
  • Ending " " " " → Last but one " " " " → Probability → Frequency of occurrence in 10000 resumes

➤ Let us assume there are 26 x 20 = 520 cells for each resume.

➤ And, 26 x 20 = 520 cells in Master keyword Matrix for any given desig (IT-skill / Non-IT function).

➤ Now superimpose Master keyword Matrix on Resume Keyword Matrix.

➤ Retain only those cells in which a value is present in both. Reject all cells with NULL value in both.

➤ Now check for ending alpha/character in both.

 

C

D

E

F

G

H

I

J

K

L

M

N

O

P

Q

R

S

T

U

V

W

X

Y

Z

 

GuruMatch

Guru Match

Online Jobsites Download

Offline Archive of text Resumes Database

Match Indexed On

Designation Keywords

Skill / Function Keywords

Designation (Select One)

Master List of Keywords

Keywords not relevant to this Assignment

GH – Legal ☐

Am

Hi

Ap

Th

Const. Mgr ☐

Scientist / Rep ☐

Ap

Mi

Am

Match Index search Results

Identical Display (& Database) in both cases viz: Online Resumes / Archived Resume

 

 

 

Please select the "Weightage" you wish to assign to "Match-Index Methods" shown below.

Match Index Method

Weightage

Designation Wise

60

Function Wise

Total

100

 

First Step → Designation Wise (5.5 L)
"Finance Mgr"

#

Match Index

1

36

1235

18

(Process)


Second Step → Function Wise (Only 1235)

#

Match Index

Composite Index (Descending Order)

Desig. Wise

Func. Wise

1

36

22

2

32

18

3

30

14

 

 

 

SAME PERSON V 2.0

Method A (viz: as per Designation)

Method B (viz: as per Function)

Composite

60

40

100


Alternate Methods

Method A

Method B

Composite

60

40

100

 

Method A

Method B

Composite

(60 x 1/2) → 60 x 0.5 = 30

(40 x 1/2) → 40 x 0.5 = 20

(60 + 40) / 2 = 50

 

Method A

Method B

Composite

(60 x 0.8) → 48

(40 x 0.2) → 8

48 + 20 = 68

 

Method A

Method B

Composite

(60 x 0.4) → 24

(40 x 0.6) → 24

24 + 24 = 48

 








 

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