Actonomy xMP smart match 2010
Download as PPTX, PDF1 like471 views
Actonomy's xMP smart match+ is an AI-powered search tool that understands user search queries and provides more relevant results than traditional search methods. It recognizes concepts like job titles, skills, locations, and expands searches to include synonyms and related terms. Results are ranked based on relevance within the given context. The tool can be used to enhance job search, resume search, and multi-site searches across various platforms and databases.
Actonomy xMP smart match 2010
- 1. Actonomy Actonomy xMP smart match +, The ultimate power of search in people related information! We Simply Search Smarter! 1 1
- 2. Actonomy Actonomy xMP smart match + What is the problem with existing search solutions? We Simply Search Smarter! 2 2
- 3. Existing search solutions : the problem Also tired of getting the following results while searching……. Example of a commonly used search query…….. 3 We Simply Search Smarter! 3 3
- 4. Existing search solutions : the problem search is based on simple boolean logic : combining keywords and searching for these keywords. context is not taken into account. In our example : business ‘and’ developer is getting a specific meaning….. The results simply show the combination of the two but not the meaning of the combination. (business developer is totally different than a ‘business objects developer’….) existing solutions make no difference between words that have a different meaning depending on the context in which these are used …… ‘architect’ and ‘software architect’,…. 4 We Simply Search Smarter! 4 4
- 5. Actonomy xMP smart match + Actonomy xMP smart match + How does it work? We Simply Search Smarter! 5 5
- 6. Actonomy xMP smart match + Typical search queries consist of : jobtitles (functions), skills, locations, educations, human interst fields, industries or specializations….. or a combination of the above. E.g. ‘junior brand manager with experience in the banking sector living in London’ Actonomy xMP smart match + is targeting these search applications but allowing users to type in their request in a human way : e.g. ‘we need an account manager living in London with…..’. In other words short descriptions of what people need. The goal of xMP smart match + is : • to deliver better results both to recruiter and candidate • no ambiguity in results • easy input, no cumbersome boolean operators required We Simply Search Smarter! 6 6
- 7. Actonomy xMP smart match + How does it work? (search box as used by www.vacature.com) the input string is analysed and the system recognizes what the user is looking for : • jobtitles or functions : ‘business developer’ in the example • industry or experience : ‘banking’ in the example • location : ‘gent’ in the example 7 We Simply Search Smarter! 7 7
- 8. Actonomy xMP smart match + The results : score is based on relevance for the query. Results that only partially match on the request will rank lower. all jobtitles with a similar meaning will appear in the result list. 8 We Simply Search Smarter! 8 8
- 9. Actonomy xMP smart match + How does it work? xMP smart match + detects the different concepts : jobtitles, experience(skills), eduction, location, experience level (junior,…), companies worked for, industry,… No need to add boolean operators. concepts such as jobtitles are automatically expanded with synonyms and related concepts. jobtitles and skills (experiences) that are typically used in the same context are also combined in the background. Example : ‘java software developer’ is also a ‘software developer’ with experience in ‘java’. The system will search for all possible combinations in the relevant context. 9 We Simply Search Smarter! 9 9
- 10. Actonomy xMP smart match + How does it work? Example : search for ‘client reporting analyst’ • the system will get results (e.g. CVs) with ‘client reporting analyst’ as work experience. • the system will also get results with experience in ‘reporting’ if a ‘client analyst’ is found. Both are found in a relevant context and have the same meaning as a ‘client reporting analyst’. 10 We Simply Search Smarter! 10 10
- 11. Actonomy xMP smart match + xMP smart match + : will recognise what the user is looking for (understands that something is a jobtitle, a skill, an education,….) will search for all concepts that have a similar meaning and not only for the exact ‘wording’. will execute the search within the context, domain or industry as specified by the user. (account manager banking,….) will automatically expand the search query with related concepts such as jobtitles that are in the same careercluster, require the same skills,…. 11 We Simply Search Smarter! 11 11
- 12. Actonomy xMP smart match + xMP smart match + : location will be treated as a fuzzy value i.e. a radial search will be included in the background. Based on location and/or postal code, the closest match will be calculated. jobtitles will be expanded with : • jobtitles with the same job content (synonyms) • jobtitles that are in the same career space; • jobtitles that have similar skills; • jobtitles that express a typical careerpath 12 We Simply Search Smarter! 12 12
- 13. Actonomy xMP smart match + xMP smart match + : results are ranked based on relevance; relevance is configured based on the client specific requirements. E.g. Work experience is more important than skills, location is preferred but not essential,… compatible with any customer specific data storage (through HR-XML mapping) 13 We Simply Search Smarter! 13 13
- 14. Actonomy Actonomy xMP smart match + Typical use cases We Simply Search Smarter! 14 14
- 15. Actonomy xMP smart match + xMP smart match + for vacancies • searching/browsing through vacancy lists/databases. • stored as both structured and unstructured information xMP smart match + for CVs • stored as both structured and unstructured profiles • including work experience recency : latest experience ranks highest in the results list 15 We Simply Search Smarter! 15 15
- 16. Actonomy xMP smart match + Jobboard + service platforms : • enhanced jobsearch facilities (replacing simple/advanced search functionality) • CV search in CV databases E-recruitment and ATS software solutions : • CV search and browsing through CV databases Multi-site search platforms 16 We Simply Search Smarter! 16 16
- 17. THANK YOU FOR YOUR ATTENTION! For more information, please contact: Actonomy NV Stapelplein 70 9000 Gent (Belgium) Tel: +32 9 235 75 13 info@actonomy.com www.actonomy.com 17 We Simply Search Smarter! 17 17