Bayesian Multi-tensor Factorization Methods, with Side information

BayesianDataFusion

Implementation of data fusion methods in Julia, specifically Macau, BPMF (Bayesian Probabilistic Matrix Factorization). Supported features:

Factorization of matrices (without or with side information)
Factorization of tensors (without or with side information)
Co-factorization of multiple matrices and tensors (any side information is possible)
Side information inside relation
Parallelization (multi-core and multi-node)

BayesianDataFusion uses Gibbs sampling to learn the latent vectors and link matrices. In addition to predictions Gibbs sampling also provides estimates of standard deviation and possible other metrics (that can be computed from samples).

Features

BayesianDataFusion.jl provides parallel and highly optimized implementation for

Bayesian Probabilistic Matrix Factorization (BPMF)
Bayesian Probabilistic Tensor Factorization (BPTF)
Macau - Bayesian Multi-relational Factorization with Side Information

These methods allow to predict unobserved values in the matrices (or tensors). Since they are all Bayesian methods we can also measure the uncertainty of the predictions. BPMF and BPTF are special cases of Macau. Macau adds

use of entity side information to improve factorization (e.g, user and/or movie features for factorizing movie ratings)
use of relation side information to improve factorization (e.g., data about when user went to see particular movie)
factorization of several matrices (and tensors) for an entity simultaneously.
Macau can handle high dimensional side-information, e.g., 1,000,000-dimensional user features.

Installation

Pkg.clone("https://github.com/jaak-s/BayesianDataFusion.jl.git")

Examples

Next we give simple examples of using Macau for movie ratings prediction from MovieLens data, which is included in the BayesianDataFusion package.

MovieLens

We will use macau function to factorize (incompletely observed) matrix of movie ratings with side information for both users and movies. The side information contains basic features about users like age group and gender and genre information for movies. To run the example first install Julia library for reading matlab files

Pkg.add("MAT")

Examples and documentation

For examples, please see documentation.

Download Details:

Author: jaak-s
Source Code: https://github.com/jaak-s/BayesianDataFusion.jl
License: View license

#julia #methods

What is GEEK

Buddha Community

Bayesian Multi-tensor Factorization Methods, with Side information

Zachary Palmer

1555901576

CSS Flexbox Tutorial | Build a Chat Application

Creating the conversation sidebar and main chat section

In this article we are going to focus on building a basic sidebar, and the main chat window inside our chat shell. See below.

Chat shell with a fixed width sidebar and expanded chat window

This is the second article in this series. You can check out the previous article for setting up the shell OR you can just check out the chat-shell branch from the following repository.

https://github.com/lyraddigital/flexbox-chat-app.git

Open up the chat.html file. You should have the following HTML.

<!DOCTYPE html>
<html>
<head>
    <meta charset="utf-8" />
    <title>Chat App</title>
    <link rel="stylesheet" type="text/css" media="screen" href="css/chat.css" />
</head>
<body>
    <div id="chat-container">
    </div>
</body>
</html>

Now inside of the chat-container div add the following HTML.

<div id="side-bar">
</div>
<div id="chat-window">
</div>

Now let’s also add the following CSS under the #chat-container selector in the chat.css file.

#side-bar {
    background: #0048AA;
    border-radius: 10px 0 0 10px;
}
#chat-window {
    background: #999;
    border-radius: 0 10px 10px 0;
}

Now reload the page. You should see the following:-

So what happened? Where is our sidebar and where is our chat window? I expected to see a blue side bar and a grey chat window, but it’s no where to be found. Well it’s all good. This is because we have no content inside of either element, so it can be 0 pixels wide.

Sizing Flex Items

So now that we know that our items are 0 pixels wide, let’s attempt to size them. We’ll attempt to try this first using explicit widths.

Add the following width property to the #side-bar rule, then reload the page.

width: 275px;

Hmm. Same result. It’s still a blank shell. Oh wait I have to make sure the height is 100% too. So we better do that too. Once again add the following property to the #side-bar rule, then reload the page.

height: 100%;

So now we have our sidebar that has grown to be exactly 275 pixels wide, and is 100% high. So that’s it. We’re done right? Wrong. Let me ask you a question. How big is the chat window? Let’s test that by adding some text to it. Try this yourself just add some text. You should see something similar to this.

So as you can see the chat window is only as big as the text that’s inside of it, and it is not next to the side bar. And this makes sense because up until now the chat shell is not a flex container, and just a regular block level element.

So let’s make our chat shell a flex container. Set the following display property for the #chat-window selector. Then reload the page.

display: flex;

So as you can see by the above illustration, we can see it’s now next to the side bar, and not below it. But as you can see currently it’s only as wide as the text that’s inside of it.

But we want it to take up the remaining space of the chat shell. Well we know how to do this, as we did it in the previous article. Set the flex-grow property to 1 on the #chat-window selector. Basically copy and paste the property below and reload the page.

flex-grow: 1;

So now we have the chat window taking up the remaining space of the chat shell. Next, let’s remove the background property, and also remove all text inside the chat-window div if any still exists. You should now see the result below.

But are we done? Technically yes, but before we move on, let’s improve things a little bit.

Understanding the default alignment

If you remember, before we had defined our chat shell to be a flex container, we had to make sure we set the height of the side bar to be 100%. Otherwise it was 0 pixels high, and as a result nothing was displayed. With that said, try removing the height property from the #side-bar selector and see what happens when you reload the page. Yes that’s right, it still works. The height of the sidebar is still 100% high.

So what happened here? Why do we no longer have to worry about setting the height to 100%? Well this is one of the cool things Flexbox gives you for free. By default every flex item will stretch vertically to fill in the entire height of the flex container. We can in fact change this behaviour, and we will see how this is done in a future article.

Setting the size of the side bar properly

So another feature of Flexbox is being able to set the size of a flex item by using the flex-basis property. The flex-basis property allows you to specify an initial size of a flex item, before any growing or shrinking takes place. We’ll understand more about this in an upcoming article.

For now I just want you to understand one important thing. And that is using width to specify the size of the sidebar is not a good idea. Let’s see why.

Say that potentially, if the screen is mobile we want the side bar to now appear across the top of the chat shell, acting like a top bar instead. We can do this by changing the direction flex items can flex inside a flex container. For example, add the following CSS to the #chat-container selector. Then reload the page.

flex-direction: column;

So as you can see we are back to a blank shell. So firstly let’s understand what we actually did here. By setting the flex-direction property to column, we changed the direction of how the flex items flex. By default flex items will flex from left to right. However when we set flex-direction to column, it changes this behaviour forcing flex items to flex from top to bottom instead. On top of this, when the direction of flex changes, the sizing and alignment of flex items changes as well.

When flexing from left to right, we get a height of 100% for free as already mentioned, and then we made sure the side bar was set to be 275 pixels wide, by setting the width property.

However now that we a flexing from top to bottom, the width of the flex item by default would be 100% wide, and you would need to specify the height instead. So try this. Add the following property to the #side-bar selector to set the height of the side bar. Then reload the page.

height: 275px;

Now we are seeing the side bar again, as we gave it a fixed height too. But we still have that fixed width. That’s not what we wanted. We want the side bar (ie our new top bar) here to now be 100% wide. Comment out the width for a moment and reload the page again.

So now we were able to move our side bar so it appears on top instead, acting like a top bar. Which as previously mentioned might be suited for mobile device widths. But to do this we had to swap the value of width to be the value of height. Wouldn’t it be great if this size was preserved regardless of which direction our items are flexing.

Try this, remove all widths and height properties from the #side-bar selector and write the following instead. Then reload the page.

flex-basis: 275px;

As you can see we get the same result. Now remove the flex-direction property from the #chat-container selector. Then once again reload the page.

Once again we are back to our final output. But now we also have the flexibility to easily change the side bar to be a top bar if we need to, by just changing the direction items can flow. Regardless of the direction of flex, the size of our side bar / top bar is preserved.

Conclusion

Ok so once again we didn’t build much, but we did cover a lot of concepts about Flexbox around sizing.

#css #programming #webdev

Adaline Kulas

1594162500

Multi-cloud Spending: 8 Tips To Lower Cost

A multi-cloud approach is nothing but leveraging two or more cloud platforms for meeting the various business requirements of an enterprise. The multi-cloud IT environment incorporates different clouds from multiple vendors and negates the dependence on a single public cloud service provider. Thus enterprises can choose specific services from multiple public clouds and reap the benefits of each.

Given its affordability and agility, most enterprises opt for a multi-cloud approach in cloud computing now. A 2018 survey on the public cloud services market points out that 81% of the respondents use services from two or more providers. Subsequently, the cloud computing services market has reported incredible growth in recent times. The worldwide public cloud services market is all set to reach $500 billion in the next four years, according to IDC.

By choosing multi-cloud solutions strategically, enterprises can optimize the benefits of cloud computing and aim for some key competitive advantages. They can avoid the lengthy and cumbersome processes involved in buying, installing and testing high-priced systems. The IaaS and PaaS solutions have become a windfall for the enterprise’s budget as it does not incur huge up-front capital expenditure.

However, cost optimization is still a challenge while facilitating a multi-cloud environment and a large number of enterprises end up overpaying with or without realizing it. The below-mentioned tips would help you ensure the money is spent wisely on cloud computing services.

Deactivate underused or unattached resources

Most organizations tend to get wrong with simple things which turn out to be the root cause for needless spending and resource wastage. The first step to cost optimization in your cloud strategy is to identify underutilized resources that you have been paying for.

Enterprises often continue to pay for resources that have been purchased earlier but are no longer useful. Identifying such unused and unattached resources and deactivating it on a regular basis brings you one step closer to cost optimization. If needed, you can deploy automated cloud management tools that are largely helpful in providing the analytics needed to optimize the cloud spending and cut costs on an ongoing basis.

Figure out idle instances

Another key cost optimization strategy is to identify the idle computing instances and consolidate them into fewer instances. An idle computing instance may require a CPU utilization level of 1-5%, but you may be billed by the service provider for 100% for the same instance.

Every enterprise will have such non-production instances that constitute unnecessary storage space and lead to overpaying. Re-evaluating your resource allocations regularly and removing unnecessary storage may help you save money significantly. Resource allocation is not only a matter of CPU and memory but also it is linked to the storage, network, and various other factors.

Deploy monitoring mechanisms

The key to efficient cost reduction in cloud computing technology lies in proactive monitoring. A comprehensive view of the cloud usage helps enterprises to monitor and minimize unnecessary spending. You can make use of various mechanisms for monitoring computing demand.

For instance, you can use a heatmap to understand the highs and lows in computing visually. This heat map indicates the start and stop times which in turn lead to reduced costs. You can also deploy automated tools that help organizations to schedule instances to start and stop. By following a heatmap, you can understand whether it is safe to shut down servers on holidays or weekends.

#cloud computing services #all #hybrid cloud #cloud #multi-cloud strategy #cloud spend #multi-cloud spending #multi cloud adoption #why multi cloud #multi cloud trends #multi cloud companies #multi cloud research #multi cloud market

Julia Programming

1674064980

Bayesian Multi-tensor Factorization Methods, with Side information

BayesianDataFusion

Implementation of data fusion methods in Julia, specifically Macau, BPMF (Bayesian Probabilistic Matrix Factorization). Supported features:

Factorization of matrices (without or with side information)
Factorization of tensors (without or with side information)
Co-factorization of multiple matrices and tensors (any side information is possible)
Side information inside relation
Parallelization (multi-core and multi-node)

Features

BayesianDataFusion.jl provides parallel and highly optimized implementation for

Bayesian Probabilistic Matrix Factorization (BPMF)
Bayesian Probabilistic Tensor Factorization (BPTF)
Macau - Bayesian Multi-relational Factorization with Side Information

use of entity side information to improve factorization (e.g, user and/or movie features for factorizing movie ratings)
use of relation side information to improve factorization (e.g., data about when user went to see particular movie)
factorization of several matrices (and tensors) for an entity simultaneously.
Macau can handle high dimensional side-information, e.g., 1,000,000-dimensional user features.

Installation

Pkg.clone("https://github.com/jaak-s/BayesianDataFusion.jl.git")

Examples

Next we give simple examples of using Macau for movie ratings prediction from MovieLens data, which is included in the BayesianDataFusion package.

MovieLens

Pkg.add("MAT")

Examples and documentation

For examples, please see documentation.

Download Details:

Author: jaak-s
Source Code: https://github.com/jaak-s/BayesianDataFusion.jl
License: View license

#julia #methods

Ramya M

1608022599

Top 10 Multi vendor Marketplace Platform Providers 2022

Great evolution has happened in the buying and selling process due to the advent of ecommerce. There is exponential growth in the field of online business and selling and buying happens at the doorstep. The multi seller ecommerce platform has become the next level in the ecommerce niche.

The ecommerce marketplace platforms like Amazon, Flipkart, and eBay have already succeeded in the industry and have set a milestone on sales and revenue.

This fact has inspired many aspiring entrepreneurs and has made them transfer their brick and mortar stores to multi vendor platform.

What is Online Multi vendor Marketplace?

Multi vendor marketplace platform is connect a multiple sellere or vendors to display and sell their products through the platform by agreeing with the terms mentioned by the admin of the platform. They can have their way of promoting their products.

Here is a list of Top 10 Best Turnkey Multi vendor Marketplace Platforms:

Now that you have a better understanding of the key features for Multi vendor marketplace, let’s compare ten of the top Multi vendor providers.

1. Zielcommerce – All in One Multi vendor eCommerce Marketplace Platform

Visit Website

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Zielcommerce is a white label enabled enterprise grade online marketplace software. The multi vendor platform comes with a one time payment option and it is completely customizable and also scalable.

Platform Highlights

The feature-rich UI and UX have never missed attracting the users towards the multi vendor ecommerce.
The platform is user-friendly and it is a perfect device compatible.
It’s a convenient marketplace solution that provides all round service required for a perfect multi vendor marketplace platform.
This also supports easy brand recognition and you can get more visitors to your ecommerce platform.

Zielcommerce provides its users with a secured environment through its SSL certified marketplace software and gains the trust of the users. You can be easily promoted online with this SEO-optimized platform. Stay connected with your customers all the time with the in-build communication channels.

The pleasing features of this multi vendor marketplacce solution

Multilingual and multiple currency support
Multiple payment options to facilitate buyers
Real-time tracking feature to track orders online
Wide delivery option for buyers’ convenience
A dedicated mobile application that will suit your business demands
Review and rating system to enhance the performance of the platform
24/7 technical support from our end.

Best Use Cases

Grocery Ecommerce Platform
Electronics Ecommerce Platform
Furniture Ecommerce Platform
Handcraft Ecommerce Software
Health Care & Pharmacy Platform

Client’s Rating

Ease of use: 4.5/5
Customer service – 4.7/5
Overall: 4.6/5

Explore Zielcommerce Multi vendor Ecommerce Platform

2. X-cart – a well-known multi vendor marketplace platform solution

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X-cart is a standalone online marketplace solution for your online business needs. You can get the complete comprehensive features within this multi vendor marketplace software that can meet the customers’ expectations. A genuine approach is maintained and the users trust X-cart for its outstanding functionalities that satisfy the multi vendor market demands.

Platform Highlights

Xcart stands alone in the market by providing best multi vendor marketplace solutions that will facilitate users to increase their online credibility.
If you prefer to build a multi vendor marketplace platform like amazon or eBay then Xcart is the perfect choice.

It has gained the trust of thousands of users and people who use Xcart as their online multi vendor marketplace software has given the best review about the product.

The salient features of this multi vendor ecommerce platform solution

One-time payment to purchase the marketplace software
In-built marketing and promotion tools to promote the multi vendor marketplace software
Trusted payment gateways integrated with the website
Reliable order management system.
On-time delivery management

Best Use Cases

Hyperlocal Ecommerce Platform
Jewellery e-commerce Store
Electronics Ecommerce Platform
Furniture Ecommerce Platform

Client’s Rating:

Ease of use : 3.5/5
Customer service – 3.4/5
Overall : 3.5/5

Explore Xcart Multi vendor Marketplace Software

3. Cs cart – a perfect multi vendor marketplace solution

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CS-Cart has never disappointed its users and it comes with the complete ecommerce marketplace solution for all your business demands. You can gain perfect control over the online multi vendor marketplace platform and can personalize the platform to suit your business needs. You will get higher visibility and can easily attract your target audience with the CS-Cart marketplace solution.

Platform Highlights

CS-cart is the most reliable best ecommerce marketplace platform that gives a user-friendly platform for the user.
The interface is easily understandable and no technical knowledge is needed to maintain the multi vendor marketplace software.

You can gain the attention of global audiences through its multilingual support and can take your brand all over the world and build a strong branding with the help of CS cart.

The key features of this multi vendor ecommerce website solution

SEO- friendly platform that will help you to get top ranking in all search engines.
Mobile –friendly and will get you more mobile users as your customers
Get genuine customer care support
Well-integrated with all third-party software.
The online multi vendor ecommerce platform will have social media logins

Best use cases

Fashion and designs marketplace platform
Book selling ecommerce platform
Service marketplace platform
Food ordering multivendor ecommerce platform

Client’s Rating :

Ease of use : 4.1/5
Customer service – 4.3/5
Overall :4.2/5

[Explore Cscart Online Marketplace Software](https://www.cs-cart.com “Explore Cscart Online Marketplace Software”)

4. Arcadier – Superlative Multi vendor marketplace platform

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Arcadier is the SaaS (Software-as-a-Service) provider that allows businesses, SMEs, local communities, government agencies and entrepreneurs to manage their online multi vendor marketplace platform more efficiently and affectionately. Arcadier has many attractive features that can grab the attention of vendors.

Platform Highlights

When you have multiple vendors only then you can call your platform as a best ecommerce marketplace platform.
This is quite easy when you go for Arcadier.
The genuine support that you get with this online multi vendor enterprise marketplace platform will retain your vendors and also your buyers and provides better multi vendor marketplace software to your business needs.

Apart from other SaaS online marketplace platforms on the market that offer a temporary solution for all purposes, Arcadier allows users to choose between multiple options in buying and selling products or services to rental spaces and other business models.

**The Prominent features of this online multi vendor marketplace software solution

The seller can manage to add variations to each listing, and also placing images and surcharges on each and every variant.
User-friendly platform to get the top ranking in all search engines.
Manually configure specific dates and hours of your ads on the calendar.
A Complete customer support assistance

Best Use Case

Clothing and accessories multi vendor ecommerce platform
Handicrafts Online marketplace platform
Hair stylist scheduling software
On demand movies online marketplace platform

**Client’s Rating: **

Ease of use : 3.2/5
Customer service – 3/5
Overall : 3.1/5

Explore Arcadier Multi vendor Marketplace Platform

5. Bigcommerce - Exquisite Multi Vendor Marketplace Software

Multi vendor Marketplace that converts your single admin online store into Multi vendor Marketplace. It provides of adding vendors and maintain the track record of their order and sales. Apart from vendor features, Bigcommerce gives best buyer features that will impress buyers and make them decide on buying products in your online multi vendor ecommerce platform.

Platform Highlights

Offers and discount features are available that will delight buyers and will make them refer more customers to your best ecommerce marketplace platform.
You can also easily retain your customers by keeping them about new arrivals and offers.
As a store admin, you have background access and control and manage the products, orders, vendors and their products.

It comes with an option which, without the approval of the vendor admin the product would not be visible in the forefront. This online multi vendor marketplace platform is excellent features and creating various plans for vendors, a payment management system for vendors.

Impressing features of this online multi vendor marketplace software solution

Flexible Functionality Product approval
An admin can have full access to the seller’s profile, products, manage
Synchronizing products and orders from the “Bigcommerce store” to the "market.
Without any issue, the admin can create a “Payment” for the seller, once a product is out of stock.

Best Use Case

best online salon scheduling software for salon owners
Educational books online marketplace platform
Food delivery multi seller ecommerce platform
Fashion and clothing ecommerce platform

Explore Bigcommerce Multi vendor Ecommerce Platform

6. IXXO - Ideal Multi Vendor marketplace software

This is image title
Ixxo is an ideal marketplace solution for those who want to open and manage a high-volume marketplace as IXXO online Multi Vendor ecommerce platform offers unlimited product and unlimited vendor capacity. The marketplace owners can configure vendor privileges purely based on vendors. this help the multi vendor marketplace software owner to provide the basic vendor features, where the vendors dont have much ecommerce experience and privileges.

Platform Highlights

IXXO is a well-known online multi vendor marketplace platform that ensures perfect product delivery on-time.
Buyers and vendors can easily track their product and will know its current status.

This will ensure that the delivery is taking place in the right way. If there is any delay then through a proper messaging system the buyer will get intimation regarding the delay. This feature impresses the customer and makes the platform the best one.

Splendid features of this best ecommerce marketplace platform solution

Simple Checkout Process
A wide range of payment options
Responds promptly and friendlily.
Feature-rich provider dashboard.

Best Use Cases

Ticket booking multi vendor ecommerce platform
On-demand cab booking online marketplace platform
Online grocery ecommerce platform
Clothing ecommerce platform

**Client’s Rating: **

Ease of use : 4.1/5
Customer service – 4.3/5
Overall :4.2/5

Explore IXXO cart Online best marketplace softwarebest marketplace software

7. Sharetribe - Structured Multi vendor marketplace solutions

Sharetribe is one of the excellent SaaS platforms for building and launching a online multi vendor marketplace software. Easy setting changes to your color theme and photos, instantly.

Platform Highlights

It is merged with a integration process, the marketplace allows users to sell products or services online without any technical support.
Sharetribe has all in-built marketing tools that will easily promote your brand globally with less effort.

This online multi vendor marketplace platform gives a perfect shopping experience to customers and also satisfied selling experience to vendors. Users can trust sharetribe for their business requirement and can get a trustworthy marketplace solution that will leverage their business to greater levels.

Core features of this best ecommerce marketplace platform

It is a comprehensive tool for customizing your marketplace.
Responsive Design for users, optimized for every screen.
More conversions rate and decrease in bounce rate.
A comprehensive content management system to maintain an active market with visual content.

Best Use Cases

Travel and stay multi vendor ecommerce platform
salon appointment scheduling software
Healthcare ecommerce platform
Food supply ecommerce platform

**Client’s Rating:**

Ease of use : 3.9/5
Customer service – 3.7/5
Overall :3.8/5

Explore Sharetribe Multi vendor Marketplace Software

8. Appdupe - Intuitive Multi vendor marketplace software

A online Multi vendor marketplace platform is an online marketplace where many sellers can sign up, create their profiles and add products and sell when they want. One of the best examples of multi vendor platforms right now is Amazon, and so on. Well, the ecommerce marketplace software has multiple benefits for its users and vendors.

Platform Highlights

Appdupe gives customers to share their reviews and give ratings for the product they have purchased.
Vendors can also read the reviews written by their customers and this will help them to enhance their online multi vendor marketplace platform in a better way.
Appdupe also supports multiple revenue models and users can select the one that perfectly suits their business and can get better returns with minimum investment.

Impressing feature of this best ecommerce marketplace platform

It provides a hassle-free process
Easily download and handle their products in a simple way.
Separate dashboard for seller and buyer data formatting may go all the way.
Analysis and enhanced the ROI

Best Use Cases

Hyperlocal multivendor ecommerce platform
Grocery ecommerce platform
Mobile & accessories online marketplace platform
* Cosmetics ecommerce platform

Explore Appdupe ecommerce marketplace software

9. Miva - Outbreaking Multi vendor marketplace platform

Is a flexible multi seller ecommerce platform that can be easily modified as their business evolves with more conversions rate, better integrations, with complete solutions for all aspects of online sales, This online multi vendor marketplace software help them generate revenue and increasing the average order value and with less operating costs.

Platform Highlights

Miva suits to any business model and business size. This online multi vendor marketplace platform is very cost-effective and even a startup who plans to start an online store with minimum investment can easily go for Miva.

The online ecommerce marketplace software looks like it has been built from scratch. It inherits all essential features that are needed to run a multi vendor marketplace platform successfully. All you need is to buy the platform and launch the marketplace and can start earning instantly.

Intuitive feature of this best marketplace software

Admin can control and manage the review and approval of new products
Flexible commissions for every vendor sale based on subscription plans
Separate dashboard for a vendor to manage their own product listing
The separate seller has a unique profile on the marketplace and products limits based on membership plans

Best Use Cases

Travel ticket booking online multi vendor ecommerce platform
Grocery and diary online marketplace platform
Electrical and electronics ecommerce platform
Healthcare multi vendor ecommerce platform.

**Client’s Rating: **

Ease of use:4/5
Customer service – 3.7/5
Overall: 3.9/5

10. Quick eSelling – A Proven Multi vendor Marketpalce platform

Quick eSelling is a popular multi vendor online marketplace platform with upgrade features and a more comfortable platform for global merchants and seller to start their own online store. Quick eSelling is an online store feature for Customer Engagement and Retention. This platform has been designed to help you significantly increase your sales and save time.

Platform Highlights

Quick e-selling marketplace platform allows you to set commission plan for every individual vendor.
You can easily analyze their performance through proper analytics and reports.
You can boost the poor performing vendor by providing less commission percentage and boost their sale.

his will satisfy vendors and will make them stay with your best multi vendor marketplace software for a long time. You can get complete support from the technical team round the clock. Whenever customization needed the technical team will guide you in designing your own online multi seller ecommerce platform.

The essential feature of this Multi vendor marketplace software

SEO-friendly for ecommerce web development and essential to ensure high traffic
Vendors can check sales trends through graphs and data information inputs for building strategies
A secured platform for merchants and customers’ transitional communication.
It makes it easy for you to launch your online business effectively

Best Use Cases

Fashion and accessories marketplace platform
E-Book marketplace software
Food and beverages ecommerce platform
Jewellery online multi vendor ecommerce platform.

Client’s Rating:

Ease of use : 3.5/5
Customerservice – 3.3/5
Overall :3.4/5

11. Smartstore Z – a multifaceted marketplace platform

This is the most recommended online marketplace platform that holds thousands of active users. The advanced security feature supports users to store customers’ data in a secured way. The platform can stand against all malware attacks as it contains SSL certification.

Platform highlights

The extraordinary inventory management system will let sellers maintain their stock in an effective way. The order process will never be interrupted due to a shortage of stock. Proper notifications will be sent to respective sellers whenever their stock hits the minimum value.

This multi vendor software supports thousands of templates and plugins that can be used by users to customize their marketplace to meet their business demands. Being a user-friendly marketplace platform, no technical knowledge is needed to manage the platform. The dedicated dashboard will support the admin to know the exact working condition of their business.

Features of this multi vendor ecommerce marketplace platform.

The platform is perfectly scalable and supports future business expansion and can hold a huge customer database for a long time.
Buyers will be benefited as they can utilize multiple delivery options. They can select their convenient delivery slot and can order products.
Users can integrate their existing software that is used for their business operations with this multi vendor ecommerce platform as it supports any third-party API.
Sellers are allowed to have unlimited product listings that will help them to reach their customers easily.

Best use cases

On-demand cab booking marketplace platform
Online ticket booking platform
Refurbished good selling platform
Hyperlocal multi vendor eCommerce platform

Client’s Rating:

Ease of use: 3.8/5
Customer service – 3.4/5
Overall: 3.6/5

Smartstore Z is the most compatible multi vendor eCommerce store that will fit into any business model and business size.

5. Brainview – a commendable online marketplace platform

Brainview has the most enchanting UI & UX that can gain the attention of your target audience and will make them buy products on your platform. Users can get globally connected as the marketplace supports multiple languages and multiple currencies. Advanced technologies are implemented just to provide a seamless shopping experience to customers.

Platform highlights

Excellent customer support is offered by this multi vendor platform and customers can have direct communication with the concerned seller and they can get more details about the product or service before they buy. This will reduce returns and refunds. Many customer-attracting features are available in this marketplace platform like loyalty programs, referral programs, and many more.

Acquiring more customers is not at all a challenge for this best multi vendor marketplace software. Several revenue streams like commission fee, subscription fee, affiliate modules, advertisements, and many more are integrated with this online marketplace platform.

Features of this multi vendor eCommerce platform

Supports a better authentication process that will avoid spam users entering the marketplace.
A dedicated mobile application is available and users of both Android and iOS can use and get a better user experience.
The platform offers multiple payment options that will facilitate customers to pay and buy online through secured payment gateways.
Customers can enjoy offers and discounts for all products they buy through this robust multi-vendor platform and this will motivate them to refer others to your marketplace.
Supports social media login and sharing as it benefits both sellers and buyers to login through social media credentials and share products in their social media pages.

Best use cases

Grocery eCommerce marketplace platform
Cosmetics and fashion accessories e-stores
Online movies download eCommerce platform
Hyperlocal multi-vendor eCommerce platform
Online jewelry marketplace platform

Client’s Rating:

· Ease of use: 4/5

· Customer service – 4.2/5

· Overall: 4.1/5

Brainview is the significant multi vendor eCommerce store that give 100% customization and scalability to users.

Types of Multi vendor Marketplace Platform

There are several types of multi vendor marketplace software in the market. One needs to understand all the types and should know to identify which type of marketplace platform suits his business well.

Vertical marketplace – this type of best marketplace software concentrates only on one particular service and you cannot find a wide range of services in these platforms. Etsy is a good example of a vertical marketplace where the platform sells handmade crafts alone.
Horizontal marketplace – this platform is opposite to a vertical marketplace where you can find several types of services under one roof. Amazon is a perfect example of this type of marketplace.
Product-based marketplace – you can find a wide range of products in this marketplace. The products can be physical goods or even digital goods. Amazon and Flipkart are the product-based marketplaces.
Service-based marketplace – service providers will list their services like plumbing, personal care, pest control, and many more. Upwork and Fiverr are service-based marketplaces.

Start a Ecommerce Business with the Best Marketplace Platforms Provider

The million-dollar question that has arisen in the minds of every budding entrepreneur is how to start a online multi vendor ecommerce platform. Full attention is needed while building a ecommerce marketplace software. It is not as simple as you think. Only through this multi vendor ecommerce platform, you are going to be recognized by the vendors and the buyers. This multi vendor platform is going to earn you money so it cannot have any flaws.

One way of building a online multi vendor marketplace software is to build it from scratch. First, you need to hire a reputed multi vendor ecommerce platform development company that has ample knowledge about this field. Then you need to explain to them about your requirements and expectations.

They will develop and will show you the demo. During the demo session, you can let them know your modifications and they will also clarify your doubts. At last, your multi seller ecommerce platform will be ready to launch and you can start promoting your multi vendor marketplace software.

The major fact to be noted is, when you build a online multi vendor ecommerce platform from scratch you need to wait for a long time and you need to spend more on the development. If you are okay with it then you can proceed. Else you have another option to go with.

Another option is buying ready made online multi vendor marketplace software that will have all the essential features that are required to run the platform successfully. The software will be tested and proved so there will not be any flaws. You can instantly launch the software after purchasing.

You can get an instant solution to building a multi vendor online marketplace software. This method is quite very cost-effective and it is highly advisable for the startups that are new to this field. You can also customize the software to suit your business needs.

Must have Features in a multi vendor marketplace Platform

The features that are built in the online multi vendor ecommerce platform will determine the user experience and will gain customer satisfaction. Now let us check out the comprehensive features that are too in a multi vendor ecommerce platform.

Easy customization – the buying behaviors of the customers keep changing so the multi vendor ecommerce website should keep changing over a while. So customization is a default expectation in any multi vendor ecommerce platform.
Advanced search and navigation tool – the best user-interface will provide easy navigation and will let the buyers find the product in a simple way.
Payment gateways – the online multi vendor ecommerce website should have multiple payment gateways integrated with it. This will provide more convenience to the buyers
Secured website – the online multi vendor ecommerce platform should have an SSL configuration and should provide a secured transaction to the buyers and the vendors.
Multi-lingual and multi-currencies support – for reaching a global audience the online multi vendor ecommerce website should support multiple languages and currencies.
Review and ratings – the buyers expect this feature to be in the online multi vendor ecommerce platform they purchase the product.
Simple checkout – a complicated checkout process will make the buyers abandon the site. You need to have hassle-free checkout procedures in your online multi vendor ecommerce platform.

Revenue generation channels on a multi vendor marketplace Platform:

The main objective of building a online multi vendor ecommerce platform is to earn profit and generate more sales. This will be the ultimate motive for any entrepreneur. We need to know what are the revenue sources that a multi vendor marketplace software provides to the admin of the platform.

Commission fee – this is a mutual agreement made between the admin and the vendor where the vendor agrees to pay a certain percentage of commission on all products he sells through the online best multi vendor marketplace software. The commission percentage can vary from vendor to vendor.
Subscription fee – the admin can set a subscription fee and can make the vendors subscribe with the online multi vendor marketplace software and become a paid member of the platform. The membership needs to be renewed over some time.
Listing fee – the vendors will be charged when they want their products to be listed on the marketplace solutions.
Advertisement fee – you can allot some space in your online ecommerce marketplace software for advertisement alone and can allow third-party to post their ads in the allotted space and you can charge them accordingly.\

How Products and Services are delivered in a multi vendor marketplace?

The multi vendor ecommerce platform will follow a hassle-free shipping and delivery process. This is where you can gain the maximum trust of your buyers and will also help you retain your customers effectively.

Once the order is placed by the buyer, the notification is sent to the concerned vendor from the multi vendor ecommerce platform.
The vendor will check the availability of the product and will arrange for shipping and delivery. In some cases, the admin of the online multi vendor ecommerce platform will take care of shipping and delivery.
The online multi vendor ecommerce platform will be integrated with shipping logistics and the logistic people will come and collect the product from the seller and will deliver it to the customers.
If a service is provided instead of a product then the service provider will get the notification and he will send his technical person to do the service to the customer place.

How it's Beneficial

Online buyers need a one-stop solution to fulfill all their demands. Without searching for several sites to buy several products, users can just visit one online store and find a variety of products and it is quite a time saving process. A single platform that contains several vendors and their products is called a multi vendor ecommerce platform.

With the evolution of technology, multi vendor marketplace platforms have taken a new dimension that can easily predict customers’ buying behavior. The key pillars involved in any multi vendor marketplace are the admin, vendors and buyers. The platform will act as a bridge to connect all of them and facilitate users to be benefited. Let us analyze the benefits of a multi vendor ecommerce platform in detail.

Conclusion

By all means, building best multi vendor marketplace software will surely benefit us and will let to get more returns. We should also accept the fact that there are many challenges that a online marketplace software will face at its early stage. But still the future of this industry is unbeatable and you can firmly set your mind in starting your own multi seller ecommerce platform.

Understanding the importance and the functioning of a online multi vendor marketplace software will help you to build a flawless multi vendor ecommerce software. When you build a multi vendor marketplace platform with utmost perfection then you can easily win the market and can gain your audience’s attention with less effort.

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Multivendor marketplace FREE Download Extension Module, Affiliate

Multi Vendor marketplace FREE Download Extension Module, Affiliate marketing Software : Multivendor marketplace is an e-commerce platform that allows multiple vendors to sell their products from one storefront. Multi-vendor marketplace provides a larger base of ready-to-buy customers to sellers.

Multi-Vendor sites are similar to shopping malls - A lot of sellers dealing in a similar set of products under one roof. Amazon, Alibaba, Etsy, Walmart, etc., are among the most popular multi-vendor marketplaces.
Some examples of best marketplace platforms are Amazon, Flipkart, Airbnb, eBay, Paytm Mall, and Meesho.

Multi-Vendors Features

Vendor Features
Customer can become Vendor.
Customer auto approved/ approval by admin.
Vendor can add and edit Store Information.
Vendor can add and edit Bank and PayPal Details.
Vendor can add visit our Store.

Admin Features
Admin can give the configuration settings as show in below list.
Admin can Enabled or Disabled Auto approved Vendor.
Admin can Enabled or Disabled Auto approved Product.
Admin can Enabled or Disabled Auto approved Category.
Admin can Enabled or Disabled Vendor can Add/Edit/Delete review.

If you want to know the price of Multi Vendor Ecommerce and any queries regarding settings, and features, you can contact us at -
Skype: jks0586,
Email: letscmsdev@gmail.com,
Website: www.letscms.com, www.mlmtrees.com,
Call/WhatsApp/WeChat: +91-9717478599.

Free Download Multi Vendor : https://www.opencart.com/index.php?route=marketplace/extension/info&extension_id=43196&filter_search=multivendor
Documentation : https://www.letscms.com/documents/opencart-multivendor-new.html
Visit Website : https://www.letscms.com/blog/multi-vendor
Install : https://www.youtube.com/watch?v=v-86z-gcdb4&list=PLn9cGkS1zw3S9ZBrqbBes7L5fy7VfI8aU

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