CN107342928B - organization friend recommendation method and system - Google Patents

organization friend recommendation method and system Download PDF

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Publication number
CN107342928B
CN107342928B CN201610279218.4A CN201610279218A CN107342928B CN 107342928 B CN107342928 B CN 107342928B CN 201610279218 A CN201610279218 A CN 201610279218A CN 107342928 B CN107342928 B CN 107342928B
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organization
mobile phone
org
friend recommendation
address book
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CN107342928A (en
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张国强
刘旦
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Shanghai Coast Exhibition Service Co Ltd
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L51/00User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
    • H04L51/04Real-time or near real-time messaging, e.g. instant messaging [IM]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9535Search customisation based on user profiles and personalisation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/01Social networking
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L51/00User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
    • H04L51/21Monitoring or handling of messages
    • H04L51/214Monitoring or handling of messages using selective forwarding
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L51/00User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
    • H04L51/52User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail for supporting social networking services

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  • Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Tourism & Hospitality (AREA)
  • Strategic Management (AREA)
  • General Business, Economics & Management (AREA)
  • Primary Health Care (AREA)
  • Marketing (AREA)
  • Human Resources & Organizations (AREA)
  • Economics (AREA)
  • Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Information Transfer Between Computers (AREA)

Abstract

the invention discloses a mechanism friend recommendation method and system in a mechanism social system. The method comprises the following steps: acquiring mobile phone address book data of a smart phone where an organization number client is located; acquiring all mechanism numbers of a mechanism social system and an internal address book of each mechanism number; constructing a friend recommendation set of an alternative mechanism according to the phone number and the e-mail of the address list in the mobile phone address list and the mechanism number, and optionally setting recommendation weight for mechanisms in the friend recommendation set of the alternative mechanism; and constructing a mechanism friend recommendation set according to the alternative mechanism friend recommendation set and the weight of each mechanism element. By the method and the system, the mechanism friends which may be interested can be effectively recommended for the mechanism users, so that the mechanism users can conveniently establish social and cooperative relationships with new mechanisms.

Description

Organization friend recommendation method and system
Technical Field
the invention relates to the field of internet social contact, in particular to a mechanism friend recommendation method and system in a mechanism social contact system.
Background
social interaction is another major basic requirement for humans besides eating, living, and walking. In recent years, people-centric online social systems have been developed in great measure, such as Facebook, QQ, WeChat, and so on. In recent two years, a human-organization social communication mode with a WeChat public number as a core has been rapidly developed. In the business field, there is also a great demand for communication social activities between organizations, and current online social products cannot meet the demand. One of the most important rings in institutional socialization is how the institution number platform recommends potential institutions as business partners to institutional users to mine potential business partner opportunities. Therefore, it is highly desirable to provide an organization friend recommendation method and system for an organization social system.
disclosure of Invention
the invention aims to solve the technical problems and provides a mechanism friend recommendation method and a mechanism friend recommendation system, which can effectively recommend mechanism friends possibly interested to mechanism users, so that the mechanism users can conveniently establish a cooperative relationship with a new mechanism. The technical scheme is as follows:
on one hand, the invention provides a mechanism friend recommendation method, which comprises the following steps:
acquiring a mobile phone address book of a mobile phone where an organization number client is located;
acquiring all organization numbers and an internal address book of each organization number;
Constructing a candidate organization friend recommendation set CANDI _ RECOMMs, and setting the relative weight of each candidate organization friend in the candidate organization friend recommendation set;
And constructing a mechanism friend recommendation set according to the alternative mechanism friend recommendation set and the weight of each mechanism element in the set.
As an embodiment, the obtaining a mobile phone address book of a mobile phone where the organization number client is located includes:
Logging in an organization number platform through an organization number client of the mobile phone;
Acquiring a mobile phone address book access authority of the mobile phone;
and acquiring the mobile phone address book of the mobile phone book.
In one embodiment, the internal address book of the organization number is used for storing contact information of internal members of the organization and storing resources allocated to each organization number on the organization number platform.
As an implementation manner, further, constructing a candidate organization friend recommendation set CANDI _ RECOMM, and setting a relative weight of each candidate organization friend in the candidate organization friend recommendation set includes:
Extracting the telephone number and the e-mail in the address book of the mobile phone to respectively form a set PERSONAL _ TEL and a set PERSONAL _ EMAIL;
For the internal address book of each organization number ORG, a telephone number set INNER _ TEL (ORG) and an email set INNER _ EMAIL (ORG) are constructed;
Calculating | pessonal _ TEL ≦ INNER _ TEL (org) | ═ k1, | pessonal _ TEL ≦ INNER _ TEL (org) | ═ k2;
if k1 ≠ 0| k2 ≠ 0, CANDI _ record ═ CANDI _ record vent { ORG }, while optionally setting weights w (ORG) for the organizations ORG in the alternative organization friend recommendation set according to the values of k1 and k2;
After all organization numbers are traversed, deleting an organization friend set NB (ORG _ LOGIN) with an existing LOGIN organization number ORG _ LOGIN from the alternative organization friend recommendation set, namely setting CANDI _ RECOMMY as CANDI _ RECOMMY-NB (ORG _ LOGIN).
As an embodiment, further, the extracting the phone numbers and the EMAILs in the address book of the mobile phone to form sets of private _ TEL and private _ EMAIL, respectively, includes:
Setting PERSONAL _ TEL and PERSONAL _ EMAIL sets as empty sets initially;
And acquiring the telephone number and the e-mail of each contact in the mobile phone address list, and respectively adding the telephone number and the e-mail to the PERSONAL _ TEL and PERSONAL _ EMAIL sets.
on the other hand, the invention provides an organization friend recommendation system, which comprises a mobile phone and an organization number platform,
wherein the mobile phone further comprises:
an organization number client program;
A mobile phone address book;
wherein the organization number platform further comprises:
recommending service programs by friends of organizations;
the organization number and an internal address book of the organization number.
as an embodiment, further, the mobile phone and the organization number platform are connected and interacted in the following manner:
the organization number client program acquires the mobile phone address book through authorization;
The organization number client program sends the preprocessed mobile phone address book to an organization friend recommendation service program of the organization number platform through a network;
the organization friend recommendation service program acquires all organization numbers and internal address lists of the organization numbers through authorization;
the organization friend recommendation service program sends the constructed organization friend recommendation set to the organization number client program through the network;
The organization number client program notifies the organization number user of the received organization friend recommendation set in an appropriate manner on the UI.
Compared with the prior art, the invention adopting the technical scheme has the following technical effects:
by the method and the system, the mechanism friend recommendation capability can be effectively provided for the mechanism number social contact system, and mechanism users can conveniently find new business partners and establish business relations.
additional aspects and advantages of the invention will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention.
Drawings
FIG. 1 illustrates a flow diagram of a method for recommending friends in a facility according to an embodiment of the present invention;
FIG. 2 is a flowchart illustrating a method for constructing a friend recommendation set of an alternative organization according to an embodiment of the present invention;
Fig. 3(a) is a schematic diagram of a friend recommendation set construction of an alternative organization according to an embodiment of the present invention, where a mobile phone address book of a mobile phone where an organization number client is located is shown, and an organization user ORG1 logs in an organization number platform through the organization number client on the mobile phone;
FIG. 3(b) is a diagram illustrating an alternative organization friend recommendation set construction according to an embodiment of the present invention, wherein the existing organization friend relationship of organization number ORG1 is shown, including two organization friends ORG2 and ORG 3;
FIG. 3(c) is a diagram illustrating the construction of friend recommendation sets of alternative organizations according to an embodiment of the present invention, wherein the organization number platform shows the organization internal address lists of all other organizations except organization ORG1, including the organization internal address lists of ORG2-ORG 6;
FIG. 4 shows a relationship diagram of a facility friend recommendation system in accordance with an embodiment of the invention.
Detailed Description
reference will now be made in detail to embodiments of the present invention, examples of which are illustrated in the accompanying drawings, wherein like reference numerals refer to the same or similar elements or elements having the same or similar function throughout. The embodiments described below with reference to the accompanying drawings are illustrative only for the purpose of explaining the present invention, and are not to be construed as limiting the present invention.
as used herein, the singular forms "a", "an", "the" and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms "comprises" and/or "comprising," when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof. It will be understood that when an element is referred to as being "connected" or "coupled" to another element, it can be directly connected or coupled to the other element or intervening elements may also be present. Further, "connected" or "coupled" as used herein may include wirelessly connected or coupled. As used herein, the term "and/or" includes any and all combinations of one or more of the associated listed items.
It will be understood by those skilled in the art that, unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. It will be further understood that terms, such as those defined in commonly used dictionaries, should be interpreted as having a meaning that is consistent with their meaning in the context of the prior art and will not be interpreted in an idealized or overly formal sense unless expressly so defined herein.
fig. 1 shows a flowchart of a method for recommending friends in an organization according to an embodiment of the present invention, including:
firstly, a mechanism user logs in a mechanism number platform through a mechanism number client program by using a mechanism number account, the mechanism number client program obtains the access authority of a mobile phone address book, obtains the mobile phone address book of a mobile phone where the mechanism number client is located, performs primary processing on the mobile phone address book, and sends the data after the primary processing to a mechanism friend recommendation service program. For example, the preliminary processing may extract a mobile phone number set PERSONAL _ TEL and an EMAIL set PERSONAL _ EMAIL in the address book, and the process is as follows: setting PERSONAL _ TEL and PERSONAL _ EMAIL sets as empty sets initially; and acquiring the telephone number and the e-mail of each contact in the mobile phone address list, and respectively adding the telephone number and the e-mail to the PERSONAL _ TEL and PERSONAL _ EMAIL sets.
And secondly, the friend recommendation service program of the organization is authorized to acquire all organization numbers and internal address lists thereof in the organization number platform. The internal address book of the organization number is used for storing contact information of members in the organization, such as member names, contact telephones, Email addresses and the like;
Then, the organization friend recommendation service program constructs a candidate organization friend recommendation set CANDI _ RECOMM according to the mobile phone address list of the mobile phone where the organization number client is located after the preliminary processing, all organization numbers and the internal address list of the organization number client, and sets the relative weight of each candidate organization friend in the candidate organization friend recommendation set;
and finally, the organization friend recommendation service program constructs an organization friend recommendation set according to the alternative organization friend recommendation set and the weight of each element in the alternative organization friend recommendation set.
fig. 2 is a flowchart illustrating a method for constructing a friend recommendation set of an alternative organization according to an embodiment of the present invention. The method comprises the following steps:
(1) extracting the telephone number and the e-mail in the mobile phone address book of the mobile phone where the mechanism number client is located, and respectively forming a set PERSONAL _ TEL and a set PERSONAL _ EMAIL;
(2) sequencing all organizations in the organization number platform according to a certain preset rule to obtain an organization number sequence ORGS;
(3) Setting a friend recommendation set CANDI _ RECOMM of an alternative mechanism as an empty set;
(4) setting ORG as the next organization number in ORGS, if ORG is empty, that is, the next organization number does not exist, turning to step (9), otherwise, turning to step (5);
(5) according to the internal address book of the organization number ORG, a telephone number set INNER _ TEL (ORG) and an email set INNER _ EMAIL (ORG) are constructed;
(6) calculating | pessonal _ TEL ≦ INNER _ TEL (org) | ═ k1, | pessonal _ TEL ≦ INNER _ TEL (org) | ═ k2;
(7) if k1 is equal to 0 and k2 is equal to 0, turning to step (4), otherwise, turning to step (8);
(8) And (3) CANDI _ record ═ U { ORG }, and optionally setting a weight W (ORG) for the organization ORG in the alternative organization friend recommendation set according to the values of k1 and k2, wherein the weight can be positively correlated with k1 and k2, and turning to the step (4).
(9) CANDI _ record ═ CANDI _ record-NB (ORG _ log), where NB (ORG _ log) is the set of organizational friends that the LOGIN organization number ORG _ log to be recommended has, this step ensures that the organizations in the alternative organizational friend recommendation set are not existing organizational friends of the LOGIN organization number.
PERSONAL_EMAIL={zhangsan@org.com,lisi@org.com, wangwu@org.com,liuqi@org.com}。fig. 3(a) to 3(b) are schematic diagrams illustrating a friend recommendation of a organization according to an embodiment of the present invention. Fig. 3(a) shows that the organization number client is in the mobile phone address book of the login mobile phone, and the organization user ORG1 logs in the organization number platform through the organization number client on the mobile phone; FIG. 3(b) is a diagram of a prior organizational buddy relationship of organization number ORG1, including two organizational buddies ORG2 and ORG 3; fig. 3(c) shows the intra-organization address book for all other organizations of the organization number platform except organization ORG1, including the intra-organization address book for ORG2-ORG 6. According to the organization friend recommendation method provided by the invention, after the organization user ORG1 logs in the organization number platform by logging in the mobile phone, the mobile phone address book shown in fig. 3(a) is obtained, and the mobile phone address book is transmitted to the organization friend recommendation program of the organization number platform after being preprocessed. PERSONAL _ TEL ═ 13133333333,13244444444,13355555555,13477777777}, PERSONAL _ EMAIL ═ zhangsan @ org.com, lisi @ org.com, wangwu @ org.com, liuqi @ org.com }. After the algorithm described in fig. 2 is executed, CANDI _ record ═ ORG4, ORG5, since there are two members (lee and liuqi) of the phone and Email in the internal address book of ORG4 overlapping with pessonal _ TEL and pessonal _ Email, and only one member (wang) of the phone and Email in the internal address book of ORG5 overlapping with pessonal _ TEL and pessonal _ Email, the weights of the two agencies in the friend recommendation set of alternative agencies satisfy: w (ORG4) > W (ORG 5). When the organization friend recommendation service program recommends organization friends to organization number ORG1, ORG4 should be preferentially recommended.
FIG. 4 is a diagram illustrating a system for recommending friends in an organization according to an embodiment of the present invention. The system consists of a mobile phone and an organization number platform. The mobile phone is a smart phone and is provided with an organization number client program. The mobile phone also comprises a mobile phone address book. The organization number platform comprises an organization friend recommendation service program and a group of organization numbers, and each organization number comprises an organization number internal address book used for storing the communication contact information of the members in the organization. The mobile phone can be accessed to the network through various modes such as 3G,4G,5G or WIFI and the like, so that the mobile phone is connected with the mechanism number platform. The whole system works as follows: the organization number user logs in the organization number platform through an organization number client program of the mobile phone where the organization number user is located, the organization number client program obtains authorization to access a mobile phone address book of the mobile phone where the organization number user is located, and the preprocessed mobile phone address book is sent to an organization friend recommendation service program of the organization number platform; the organization friend recommendation service program obtains organization internal address lists of all registered organizations in the organization number platform, and a candidate organization friend recommendation set is constructed according to the algorithm shown in the figure 2; the organization friend recommendation service program sends a candidate organization friend recommendation set or a subset thereof serving as an organization friend recommendation set to an organization number client program of the mobile phone terminal according to a preset strategy of the system; and after receiving the friend recommendation set of the organization, the organization number client program presents the friend recommendation set at a proper position of the organization number client at a proper time.
by the technical scheme provided by the invention, the organization friends possibly interested can be effectively recommended for the organization users, so that the organization users can conveniently establish social and cooperative relationships with new organizations.
those skilled in the art will appreciate that the present invention may be directed to an apparatus for performing one or more of the operations described in the present application. The apparatus may be specially designed and constructed for the required purposes, or it may comprise any known apparatus in a general purpose computer selectively activated or reconfigured by a program stored in the general purpose computer. Such a computer program may be stored in a device (e.g., computer) readable medium, including, but not limited to, any type of disk including floppy disks, hard disks, optical disks, CD-ROMs, and magnetic-optical disks, Random Access Memories (RAMs), Read Only Memories (ROMs), electrically programmable ROMs, electrically erasable ROMs (eproms), electrically erasable programmable ROMs (eeproms), flash memories, magnetic cards, or optical cards, or any type of media suitable for storing electronic instructions, and each coupled to a bus. A readable medium includes any mechanism for storing or transmitting information in a form readable by a device (e.g., a computer). For example, readable media includes Random Access Memory (RAM), Read Only Memory (ROM), magnetic disk storage media, optical storage media, flash memory devices, signals propagating in electrical, optical, acoustical or other forms (e.g., carrier waves, infrared signals, digital signals), and so on.
it will be understood by those within the art that each block of the block diagrams and/or flowchart illustrations, and combinations of blocks in the block diagrams and/or flowchart illustrations, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the methods specified in the block or blocks of the block diagrams and/or flowchart block or blocks.
those of skill in the art will appreciate that various operations, methods, steps in the processes, acts, or solutions discussed in the present application may be alternated, modified, combined, or deleted. Further, various operations, methods, steps in the flows, which have been discussed in the present application, may be interchanged, modified, rearranged, decomposed, combined, or eliminated. Further, steps, measures, schemes in the various operations, methods, procedures disclosed in the prior art and the present invention can also be alternated, changed, rearranged, decomposed, combined, or deleted.
the foregoing is only a partial embodiment of the present invention, and it should be noted that, for those skilled in the art, various modifications and decorations can be made without departing from the principle of the present invention, and these modifications and decorations should also be regarded as the protection scope of the present invention.

Claims (2)

1. an organization friend recommendation method is characterized by comprising the following steps:
Acquiring a mobile phone address book of a mobile phone where an organization number client is located;
Acquiring all organization numbers and an internal address book of each organization number;
constructing a candidate organization friend recommendation set CANDI _ RECOMMM, and setting the relative weight of each candidate organization friend in the candidate organization friend recommendation set, wherein the relative weight comprises the following steps:
Extracting the telephone number and the e-mail in the address book of the mobile phone to respectively form a set PERSONAL _ TEL and a set PERSONAL _ EMAIL;
for the internal address book of each organization number ORG, a telephone number set INNER _ TEL (ORG) and an email set INNER _ EMAIL (ORG) are constructed;
calculating | PERSONAL _ TEL ≦ INNER _ TEL (ORG) | = k1, | PERSONAL _ TEL ≦ INNER _ TEL (ORG) | = k2;
if k1 ≠ 0| k2 ≠ 0, CANDI _ RECOMM = CANDI _ RECOMMU { ORG }, and at the same time, sets a weight w (ORG) for an organization ORG in the alternative recommendation organization friend set according to the values of k1 and k2;
deleting an organization friend set NB (ORG _ LOGIN) with a LOGIN organization number ORG _ LOGIN from the alternative organization friend recommendation set, namely setting CANDI _ RECOMM = CANDI _ RECOMM-NB (ORG _ LOGIN);
Constructing a mechanism friend recommendation set according to the alternative mechanism friend recommendation set and the weight of each element;
the mobile phone address book of the mobile phone where the mechanism number acquisition client is located comprises:
logging in an organization number platform through an organization number client of the mobile phone;
acquiring a mobile phone address book access authority of the mobile phone;
and acquiring a mobile phone address book of the mobile phone, wherein the internal address book of the organization number is used for storing contact information of members in the organization and storing the contact information in resources distributed for each organization number on the organization number platform.
2. the method of claim 1, wherein extracting phone numbers and EMAILs from the phone directory to form sets PERSONAL _ TEL and PERSONAL _ EMAIL, respectively, comprises:
setting PERSONAL _ TEL and PERSONAL _ EMAIL sets as empty sets initially;
and acquiring the telephone number and the e-mail of each contact in the mobile phone address list, and respectively adding the telephone number and the e-mail to the PERSONAL _ TEL and PERSONAL _ EMAIL sets.
CN201610279218.4A 2016-04-29 2016-04-29 organization friend recommendation method and system Active CN107342928B (en)

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Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101976263A (en) * 2010-11-16 2011-02-16 北京开心人信息技术有限公司 Method and system for user to recommend friends to friends in social networking site
CN102510551A (en) * 2011-09-30 2012-06-20 奇智软件(北京)有限公司 Method and device for automatic recommendation of friends in mobile communication tool

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101976263A (en) * 2010-11-16 2011-02-16 北京开心人信息技术有限公司 Method and system for user to recommend friends to friends in social networking site
CN102510551A (en) * 2011-09-30 2012-06-20 奇智软件(北京)有限公司 Method and device for automatic recommendation of friends in mobile communication tool

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